{"doi":"10.1016/j.ekir.2024.07.030","title":"Perceptions Related to Careers in Nephrology on Student Doctor Network Using Natural Language Processing","abstract":"Interest in a career in nephrology has been declining.1 The ratio of candidates applying to nephrology fellowships per position has been less than 1 since 2016, with the lowest reaching 0.6 candidates per position.2 The reasons behind the decreased interest in nephrology have been explored mainly through surveys and interviews.3-7 Several factors such as difficulty of the subject, lack of role models, lack of exposure to the field and procedures, perception of low remuneration, and poor work-life balance are important contributors to why nephrology was not chosen.","journal":"Kidney International Reports","year":2024,"id":471587,"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":null,"corpus_rank":null,"citation_count":2,"citer_count":0,"citers_with_citation_signal":0,"citers_with_endowment":0,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":0.9589,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2024-01-01","fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":1141474,"name":"Yang Dai","orcid":"0000-0003-1982-1477","position":1,"is_corresponding":false},{"id":1306388,"name":"Abhinaya Sridhar","orcid":"0009-0008-1641-3615","position":2,"is_corresponding":false},{"id":1306773,"name":"Miriam S. Borvick","orcid":null,"position":3,"is_corresponding":false},{"id":1306774,"name":"Ricki Ehrenfeld","orcid":null,"position":4,"is_corresponding":false},{"id":974308,"name":"Cristina Liriano Cepin","orcid":null,"position":5,"is_corresponding":false},{"id":5026,"name":"Girish N. Nadkarni","orcid":"0000-0001-6319-4314","position":6,"is_corresponding":false},{"id":241216,"name":"Lili Chan","orcid":"0000-0003-4300-5760","position":7,"is_corresponding":false},{"id":881216,"name":"Kullaya Takkavatakarn","orcid":"0000-0002-6236-8893","position":0,"is_corresponding":true}],"reference_count":7,"raw_metadata":null,"created_at":"2026-07-19T02:05:48.788780Z","pmid":"39430179","pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}