{"id":"W2000202283","doi":"10.1001/jama.2013.280380","title":"Teaching Value in Academic Environments","year":2013,"lang":"en","type":"article","venue":"JAMA","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Sign (mathematics); Psychiatry","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":[0.00548013,0.0004211533,0.0003523543,0.001319176,0.006678503,0.01467673,0.001647007,0.002039434,0.08483312],"category_scores_gemma":[0.02358192,0.000266178,0.0003998158,0.002101302,0.003831533,0.007728262,0.01100636,0.003123562,0.02042315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005888461,"about_ca_system_score_gemma":0.01761945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002972697,"about_ca_topic_score_gemma":0.01121401,"domain_scores_codex":[0.9915314,0.004130634,0.0001687509,0.0003031797,0.002357055,0.00150904],"domain_scores_gemma":[0.9644971,0.004624054,0.001665427,0.00143507,0.003312061,0.02446629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003748727,0.0002362357,0.004410991,0.0002377784,0.00001159341,0.0003042549,0.00662302,0.0001373713,0.0001455279,0.0283454,0.7299194,0.2295909],"study_design_scores_gemma":[0.00003071639,0.00009528,0.005639466,0.0006879422,0.00001502362,0.0006319442,0.02465558,0.0002045654,0.0003560726,0.04235028,0.9253052,0.00002793594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03423961,0.01156834,0.0040618,0.2144065,0.0085374,0.00008910112,0.0002946894,0.0008906064,0.725912],"genre_scores_gemma":[0.6155462,0.01735755,0.008824542,0.03144242,0.008099319,0.0002168374,0.0003505335,0.0009590088,0.3172036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08483312,"threshold_uncertainty_score":0.2837951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4977048961336393,"score_gpt":0.54622889113227,"score_spread":0.04852399499863069,"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."}}