{"id":"W4385233751","doi":"10.5489/cuaj.8504","title":"Being a good doctor: More than just technical skills and medical knowledge","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medical education; Medical knowledge; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00450565,0.0002218466,0.0005747142,0.001612591,0.003202141,0.006515063,0.0007080906,0.002248378,0.01054095],"category_scores_gemma":[0.02048579,0.0003108339,0.0003762792,0.00108615,0.006473958,0.003764391,0.003437512,0.00475612,0.001177263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003873236,"about_ca_system_score_gemma":0.01578497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02667472,"about_ca_topic_score_gemma":0.06522595,"domain_scores_codex":[0.993379,0.0013314,0.0002141354,0.0003677253,0.003557967,0.001149809],"domain_scores_gemma":[0.9629566,0.009341197,0.003403435,0.0005163907,0.003641992,0.02014036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001757912,0.001157352,0.1952543,0.001941013,0.000282023,0.001929411,0.03300934,0.0003138965,0.002298008,0.04805677,0.3395862,0.3759959],"study_design_scores_gemma":[0.0001195785,0.0005628545,0.4571664,0.004093498,0.0002829436,0.004255408,0.05697095,0.0004197777,0.0008437944,0.09208981,0.3828774,0.0003174979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1246174,0.03418864,0.002199007,0.6719142,0.007751054,0.00006197854,0.0002293522,0.00008526821,0.1589531],"genre_scores_gemma":[0.847641,0.02020581,0.003262619,0.09719757,0.005009855,0.00003803007,0.0001869333,0.0000869092,0.02637129],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02667472,"threshold_uncertainty_score":0.0530389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286866448610466,"score_gpt":0.3092354410181792,"score_spread":0.2963667765320745,"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."}}