{"id":"W2907494366","doi":"10.1097/ju.0000000000000021","title":"Competence in and Learning Curve for Pediatric Renal Transplant Using Cumulative Sum Analyses","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Renal transplant; Learning curve; Competence (human resources); Internal medicine; Transplantation; Social psychology","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":[0.006390146,0.0007430593,0.0006713364,0.005018371,0.0002858448,0.001302203,0.0008868851,0.0004388572,0.002341673],"category_scores_gemma":[0.03159643,0.0001728133,0.001446116,0.001791229,0.0005355679,0.00162621,0.001681309,0.0007169241,0.0003597843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017126,"about_ca_system_score_gemma":0.001246283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002842316,"about_ca_topic_score_gemma":0.001464264,"domain_scores_codex":[0.9970182,0.0009273098,0.0003388318,0.000380307,0.001073626,0.000261739],"domain_scores_gemma":[0.9744387,0.01178064,0.007925129,0.001301285,0.002775942,0.001778347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003841162,0.00007430641,0.9645466,0.00005703021,0.000151936,0.00007837161,0.0001449849,0.007216263,0.0001566784,0.0002653124,0.0003205211,0.02660376],"study_design_scores_gemma":[0.00002635297,0.001155235,0.8729292,0.00007462201,0.0001279929,0.0006373705,0.0003282097,0.1212062,0.0007228276,0.001508664,0.001234746,0.00004852284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765916,0.0005550291,0.01955634,0.0001418327,0.000028801,0.0001551992,0.0006318016,0.000188394,0.002151037],"genre_scores_gemma":[0.9960566,0.0000792365,0.003270197,0.000008430166,0.00001071193,0.00005378812,0.0003645256,0.00001869715,0.0001378141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006390146,"threshold_uncertainty_score":0.0337947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05650949489189409,"score_gpt":0.3431870739849028,"score_spread":0.2866775790930087,"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."}}