{"id":"W2184723549","doi":"10.2310/8000.2011.110372","title":"Residents-as-teachers: a survey of Canadian specialty programs","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Specialty; Medicine; Medical education; Family medicine; Survey research; Psychology; Applied psychology","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":[0.001820212,0.000391108,0.0004517615,0.002511576,0.00426806,0.00151632,0.001887341,0.001431752,0.005193451],"category_scores_gemma":[0.006065316,0.0006540761,0.0004638468,0.004910356,0.00110989,0.0009463098,0.00185647,0.001406538,0.0006948062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02135385,"about_ca_system_score_gemma":0.04312964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9571085,"about_ca_topic_score_gemma":0.9820033,"domain_scores_codex":[0.996492,0.0002810336,0.0001994783,0.0002777698,0.001192549,0.001557276],"domain_scores_gemma":[0.9881372,0.0005769535,0.001976059,0.0001332001,0.004105023,0.005071616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009154287,0.0002576837,0.9713802,0.0001161102,0.00003217916,0.0002145456,0.01383521,0.00003568773,0.0002766536,0.000133626,0.006935224,0.006691198],"study_design_scores_gemma":[0.00001054924,0.00006407991,0.9729383,0.00006672369,0.000009040841,0.0001015816,0.02298355,0.00005851582,0.00003756971,0.00001123698,0.003702388,0.00001640446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988306,0.0006620435,0.00007487235,0.002518043,0.00005046174,0.0001717103,0.002899361,0.00001344809,0.005304068],"genre_scores_gemma":[0.9925894,0.001389861,0.0002069702,0.002106475,0.00003415229,0.0001183651,0.001176205,0.00001398939,0.002364496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0428915,"threshold_uncertainty_score":0.1549338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.224239479692305,"score_gpt":0.3875409443592825,"score_spread":0.1633014646669775,"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."}}