{"id":"W1965707990","doi":"10.1097/01.acm.0000246751.27480.55","title":"Duty Hours Reforms in the United States, France, and Canada: Is It Time to Refocus Our Attention on Education?","year":2006,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; The Wilson Centre","funders":"","keywords":"Graduate medical education; Duty; Directive; Accreditation; Political science; Government (linguistics); Work (physics); Economic growth; Medicine; Public administration; Medical education; Law; Economics","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":[0.005305943,0.0002521307,0.0004617722,0.002237897,0.01067106,0.006880997,0.002180506,0.004196089,0.004246824],"category_scores_gemma":[0.0164457,0.0002791141,0.0006118728,0.003415174,0.005378009,0.001725122,0.003582618,0.004370463,0.0002576981],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1319843,"about_ca_system_score_gemma":0.240478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9809842,"about_ca_topic_score_gemma":0.9914333,"domain_scores_codex":[0.9889205,0.001365907,0.0002750159,0.0003727869,0.003255896,0.005809897],"domain_scores_gemma":[0.9756609,0.002151611,0.002139103,0.000325452,0.005908538,0.01381441],"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":[0.0005054471,0.0009296142,0.2060775,0.0008168367,0.0002290336,0.001624235,0.03313013,0.004368225,0.001299875,0.2218912,0.2218024,0.3073255],"study_design_scores_gemma":[0.000148374,0.0001744765,0.6406994,0.000767159,0.00006193293,0.0001790534,0.04403327,0.000756181,0.0004863585,0.005234185,0.3072632,0.0001963764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4022232,0.01817633,0.0003862567,0.4980894,0.001354147,0.0001014613,0.0005122341,0.00009263969,0.07906438],"genre_scores_gemma":[0.9204772,0.007021769,0.0007084797,0.05544406,0.0004476724,0.00005753785,0.0003023648,0.0000349655,0.01550597],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8680156,"threshold_uncertainty_score":0.9576178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137633431618627,"score_gpt":0.2984230993709404,"score_spread":0.2870467650547541,"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."}}