{"id":"W2969377644","doi":"10.1097/acm.0000000000002960","title":"Same but Different: Exploring Mechanisms of Learning in a Longitudinal Integrated Clerkship","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; The Wilson Centre","funders":"","keywords":"Curriculum; Thematic analysis; Medical education; Psychology; Problem-based learning; Qualitative research; Medicine; Pedagogy; Sociology","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":[0.02925655,0.0005178316,0.0005075395,0.002909634,0.005116287,0.01072335,0.003068626,0.001904223,0.004048095],"category_scores_gemma":[0.04362146,0.0008709241,0.00109285,0.001490376,0.0208061,0.01382783,0.009573097,0.002813736,0.0002564677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009082003,"about_ca_system_score_gemma":0.01142066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004877174,"about_ca_topic_score_gemma":0.006496601,"domain_scores_codex":[0.9808636,0.01417152,0.0003847028,0.001631491,0.001574174,0.001374549],"domain_scores_gemma":[0.9586394,0.02800375,0.005254738,0.002770294,0.001695667,0.003636139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002761483,0.001031579,0.1057074,0.0007903556,0.0001276232,0.001402184,0.6969053,0.0008104296,0.001993817,0.125306,0.00065209,0.06499701],"study_design_scores_gemma":[0.0001644703,0.001649004,0.1161211,0.002042965,0.0002619213,0.001488232,0.7534239,0.00609035,0.002822251,0.09309942,0.02267112,0.0001652205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485639,0.001523954,0.01896798,0.005825069,0.00008461599,0.000379961,0.00004524358,0.00007248136,0.02453681],"genre_scores_gemma":[0.9914705,0.0003133769,0.00671934,0.000295809,0.00001016383,0.0001596338,0.00002105967,0.00001386945,0.0009962488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02925655,"threshold_uncertainty_score":0.1547252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08160543822541726,"score_gpt":0.3418965032932808,"score_spread":0.2602910650678635,"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."}}