{"id":"W2084684341","doi":"10.1053/ajkd.2002.33924","title":"An analysis of dialysis training in the United States and Canada","year":2002,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Nephrology; Dialysis; Training (meteorology); End stage renal disease; Family medicine; Internal medicine; Intensive care medicine; Emergency medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008589378,0.0004323934,0.0007573478,0.004794284,0.003253836,0.002418129,0.002129125,0.001002404,0.003332346],"category_scores_gemma":[0.00475664,0.0004520749,0.001219275,0.01709355,0.0008734583,0.0005793507,0.001565665,0.001196686,0.0003046107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05358063,"about_ca_system_score_gemma":0.07852485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967843,"about_ca_topic_score_gemma":0.9981074,"domain_scores_codex":[0.9969378,0.0002014903,0.0002505925,0.0003055753,0.001108466,0.001196034],"domain_scores_gemma":[0.9892684,0.0006225916,0.001530776,0.0001242037,0.005420252,0.003033798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000115907,0.00005429921,0.9903709,0.00006714356,0.000139989,0.0001075603,0.0006564631,0.0003101872,0.00006228434,0.0003660235,0.002916573,0.004832646],"study_design_scores_gemma":[0.000006152603,0.0000149337,0.9961841,0.00004558462,0.00003589245,0.00004820066,0.001888616,0.0002869766,0.00003130124,0.00001914222,0.001429785,0.000009269471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662073,0.003372994,0.000183808,0.001779855,0.00005198734,0.0001015601,0.01993965,0.00003423041,0.008328599],"genre_scores_gemma":[0.9911923,0.001608841,0.0001379608,0.0003805767,0.00001577844,0.00002592447,0.004799678,0.00001381056,0.001825144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05358063,"threshold_uncertainty_score":0.3887565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138782688469097,"score_gpt":0.2497037065193973,"score_spread":0.2383158796347064,"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."}}