{"id":"W4403811048","doi":"10.1681/asn.202410jaj1ec","title":"A Qualitative Study of Trainee Experiences with Home Dialysis Education in US Nephrology Fellowship Programs","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nephrology; Medicine; Medical education; Internal medicine; Qualitative research; Dialysis; Program director; Family medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01664197,0.000647076,0.0008928265,0.001628859,0.01045725,0.004446478,0.002436443,0.002284258,0.003561013],"category_scores_gemma":[0.02738299,0.0007434445,0.0005484442,0.001598478,0.009156444,0.005081452,0.006334637,0.003577667,0.0003572049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006364726,"about_ca_system_score_gemma":0.007115626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251049,"about_ca_topic_score_gemma":0.01936686,"domain_scores_codex":[0.9843336,0.01152945,0.0003967499,0.0006467768,0.0008270568,0.002266449],"domain_scores_gemma":[0.9701787,0.02045794,0.00192734,0.0005091183,0.002614161,0.00431283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002263216,0.00005718505,0.002301219,0.0001099434,0.000002889176,0.0006053878,0.9935422,0.00002809998,0.0003091471,0.0004998469,0.000413471,0.002108005],"study_design_scores_gemma":[0.000002210478,0.0000349392,0.0009683242,0.0001012283,0.000001402436,0.0001186197,0.9950511,0.00005062969,0.00008508524,0.00008394205,0.003496087,0.000006475484],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887863,0.0004943549,0.002157618,0.00303885,0.0001005276,0.0002797568,0.000172845,0.00002139498,0.004948258],"genre_scores_gemma":[0.9938487,0.0005944927,0.001233979,0.00122922,0.00003127617,0.0004031989,0.00008426169,0.00002509801,0.002549781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01664197,"threshold_uncertainty_score":0.08801222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248410128669291,"score_gpt":0.3487197201019749,"score_spread":0.326235618815282,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}