{"doi":"10.2196/preprints.82795","title":"The National Dental Practice-Based Research Network Dental Implant Restoration Registry: A Protocol for a Prospective Observational Study of Dental Implant Outcomes in Community Practice Settings (Preprint)","abstract":"<sec> <title>BACKGROUND</title> Dental implants are a widely used therapeutic option for tooth replacement; however, biological and prosthetic complications may compromise implant success. While prior research has largely focused on academic or specialty settings, data on implant outcomes in community dental practices remain limited. </sec> <sec> <title>OBJECTIVE</title> This study aims to establish a national registry within the National Dental Practice-Based Research Network (PBRN) to evaluate the incidence and factors associated with biological and prosthetic complications following implant therapy in community practice settings. </sec> <sec> <title>METHODS</title> This prospective, observational cohort study will enroll approximately 1550 patients receiving implant restorations from 150 practitioners across six regional PBRN nodes. A total of 2,000 implant restorations will be longitudinally monitored over three years. Clinical, implant, and prosthetic characteristics will be recorded at baseline, with annual follow-up visits collecting data on complications, implant failures, prosthetic issues, and patient-reported outcomes. Digital radiographs will be centrally reviewed for peri-implant bone changes, emergence angle, and prosthetic fit. The primary outcome is the incidence of biological and prosthetic complications. Secondary analyses will evaluate patient-centered outcomes and identify risk factors for complications. Advanced statistical models, including multilevel mixed-effects regression and time-to-event analyses, will be employed to account for clustering and censored data. </sec> <sec> <title>RESULTS</title> - </sec> <sec> <title>CONCLUSIONS</title> This registry will generate robust, real-world evidence on implant-related complications and their predictors in community practice. The findings will enhance clinical decision-making, support personalized risk assessment, and ultimately improve patient outcomes in implant dentistry. </sec> <sec> <title>CLINICALTRIAL</title> <p/> </sec>","journal":null,"year":2025,"id":573313,"datarank":0.0,"base_score":0.0,"endowment":0.0,"self_citation_contribution":0.0,"citation_network_contribution":0.0,"self_endowment_contribution":0.0,"citer_contribution":0.0,"corpus_percentile":0.0,"corpus_rank":10062,"citation_count":0,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":true,"is_dataset_confidence":0.8117,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2025-01-01","fair_score":4.1667,"fair_percentile":4.891470498318557,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1303563,"name":"Danyelle Barton","orcid":null,"position":1,"is_corresponding":false},{"id":446463,"name":"David L. 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NIH DMS Element 4 asks for both; most papers give neither.","anchors":["yes","partial","no"],"verdict":"partial","current":0.5,"evidence":"De-identified participant-level data and statistical code will be made available after the publication of primary study results in the PBRN's website, consistent with NIH policy [23].","why":"The text states when the data will become available (after publication) but says nothing about how long they will persist. [majority verdict 'partial' (3/5 passes agreed)]","gain":0.0,"priority":"useful","scored":false}],"suggestions":["Mint or cite a persistent identifier for the dataset — a repository DOI or an accession from a registered repository — and print it in the paper. A bare URL is not persistent: it is the single most common cause of a dead data link five years after publication. For clinical / human-subjects data, deposit in dbGaP or the European Genome-phenome Archive (EGA).","Deposit the data in a repository registered in re3data/FAIRsharing (a domain repository such as GEO, SRA, dbGaP, PRIDE, or a generalist such as Zenodo, Dryad, Dataverse) and name it explicitly in the paper. A lab website is not an archive: it has no retention commitment and no accession. For clinical / human-subjects data, deposit in dbGaP or the European Genome-phenome Archive (EGA).","Remove the precondition or justify it. Release the data at publication with no embargo, no registration wall, and no approval step — NIH's zero-embargo public- access rule (NOT-OD-25-101) has already made 'available at publication' the federal baseline for the article; the data should not lag behind it. For clinical / human-subjects data, deposit in dbGaP or the European Genome-phenome Archive (EGA).","Attach a standard, machine-readable open licence to the deposit — CC0 or CC BY, which is what Horizon Europe and most funders expect — and print the licence identifier in the paper. 'Free to use' is not a licence: it grants nothing a reuser's institution can rely on.","Cite the dataset in the reference list like a publication — creator, year, title, repository, DOI/accession — and cite it in-text where it is used. Only a reference- list entry is machine-readable to Crossref/DataCite, and only a citation lets the data earn credit. Cite the clinical / human-subjects repository accession (e.g. from dbGaP or the European Genome-phenome Archive (EGA)) in the reference list."],"model":"deepseek/deepseek-v4-flash","agent_version":"fair_agent_v8","fulltext_source":"unpaywall_pdf"},"fair_model":"deepseek/deepseek-v4-flash","fair_agent_version":"fair_agent_v8","fair_fulltext_source":"unpaywall_pdf","fair_has_llm":true,"fair_computed_at":"2026-07-20T13:56:35.556504Z","clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}