{"id":"W1995706545","doi":"10.1377/hlthaff.21.1.169","title":"New Opportunities For Old Mistakes","year":2002,"lang":"en","type":"article","venue":"Health Affairs","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research","funders":"","keywords":"Medicine; Workforce; Health care; Cardiothoracic surgery; Graduate medical education; Family medicine; Medical education; Accreditation; Surgery; Political science","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":[0.02267299,0.001089438,0.001493732,0.003165701,0.007280463,0.0152289,0.002296885,0.009899797,0.04341628],"category_scores_gemma":[0.06052918,0.0006195991,0.0009686037,0.001840298,0.03079564,0.04334828,0.008877969,0.01669497,0.007747581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00389196,"about_ca_system_score_gemma":0.006515007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002650194,"about_ca_topic_score_gemma":0.005176105,"domain_scores_codex":[0.9898551,0.004705738,0.0003874038,0.001248382,0.002484079,0.001319259],"domain_scores_gemma":[0.9368329,0.03018137,0.002603685,0.01197219,0.009321939,0.009087821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007235086,0.00005797714,0.0007996859,0.0001510924,0.00003362148,0.0002192387,0.002788823,0.0003657912,0.0001143485,0.6833215,0.270001,0.04207452],"study_design_scores_gemma":[0.00002141715,0.00001578819,0.0003104391,0.0002229621,0.000007954905,0.00009853741,0.001984349,0.0003644195,0.00006370613,0.7270962,0.2697833,0.00003097165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005021392,0.03267349,0.01785833,0.832288,0.02760601,0.0000240189,0.0002218829,0.0004597985,0.08384705],"genre_scores_gemma":[0.4372274,0.03951159,0.02621513,0.2860493,0.0695214,0.0002649156,0.0003267723,0.001420745,0.1394626],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04341628,"threshold_uncertainty_score":0.145242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2815588935788687,"score_gpt":0.2994257171681931,"score_spread":0.01786682358932445,"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."}}