{"id":"W2217478605","doi":"10.1016/j.acra.2010.03.008","title":"Radiology Residents as Teachers","year":2010,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Institute for Clinical Evaluative Sciences","keywords":"Curriculum; Medical education; Medicine; Radiology; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003094826,0.0002807608,0.000316398,0.001105261,0.00678691,0.006746574,0.00106935,0.002501001,0.05054128],"category_scores_gemma":[0.009825382,0.0006028279,0.0002794568,0.0007692277,0.003875359,0.004424665,0.006195699,0.004245879,0.01928665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003596366,"about_ca_system_score_gemma":0.01727614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446543,"about_ca_topic_score_gemma":0.02166544,"domain_scores_codex":[0.9945733,0.001962379,0.0001496059,0.0004277473,0.00125101,0.001636026],"domain_scores_gemma":[0.9738253,0.001277556,0.00192655,0.0007811204,0.003171437,0.0190181],"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":[0.00009424378,0.001157672,0.04655592,0.0002918793,0.00001637397,0.001871276,0.07502437,0.0002178069,0.001884247,0.07443625,0.6471755,0.1512745],"study_design_scores_gemma":[0.0000319976,0.0002040283,0.02255235,0.0004180887,0.00001322375,0.00287807,0.06667663,0.0001145653,0.0005844127,0.007358205,0.8991356,0.00003282942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1758048,0.008064333,0.003156857,0.1818963,0.007245853,0.0002060642,0.0002465922,0.0006030861,0.6227762],"genre_scores_gemma":[0.4438236,0.004030182,0.002001111,0.0349552,0.00162429,0.0001223309,0.0001834087,0.0001973427,0.5130625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05054128,"threshold_uncertainty_score":0.1690775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231682978621941,"score_gpt":0.3637637674457597,"score_spread":0.3414469376595403,"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."}}