{"id":"W2290835508","doi":"10.22374/cjgim.v9i4.5","title":"Medical Education and Duty Hours: Do We Really Care?","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reactionary; Duty; Medicine; Statement (logic); Mission statement; Health care; Public relations; Medical education; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01310746,0.0005056609,0.001177826,0.001372167,0.01006145,0.0150133,0.002737715,0.01387216,0.008765696],"category_scores_gemma":[0.08381435,0.0005594688,0.0005919698,0.002063617,0.03320421,0.01677275,0.006098773,0.0268612,0.002450715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01687788,"about_ca_system_score_gemma":0.04288535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1235531,"about_ca_topic_score_gemma":0.2046449,"domain_scores_codex":[0.9819264,0.007256965,0.0007820036,0.001074042,0.00541243,0.003548127],"domain_scores_gemma":[0.9445741,0.01445239,0.005097825,0.001403991,0.01083017,0.02364151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006653434,0.0001324259,0.0089071,0.0007786026,0.00005986837,0.0002830329,0.02381629,0.00007699974,0.0001600693,0.07534085,0.80378,0.08659818],"study_design_scores_gemma":[0.0001050975,0.0002020038,0.01983406,0.005496026,0.00008271429,0.0008048725,0.1043236,0.0002566717,0.0002465548,0.1292764,0.7390799,0.0002920141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009296102,0.004826667,0.00017923,0.9858947,0.004307875,0.000004238499,0.00002066472,0.00001160462,0.003825443],"genre_scores_gemma":[0.1531373,0.02516488,0.001821244,0.7951872,0.01569628,0.00006386815,0.0001168719,0.0001308863,0.008681471],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1235531,"threshold_uncertainty_score":0.2456679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009071958751360147,"score_gpt":0.2911691855002719,"score_spread":0.2820972267489117,"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."}}