{"id":"W2007614245","doi":"10.1097/acm.0b013e3182623143","title":"Preparing Students for Clerkship","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Preparedness; Medical education; Clinical clerkship; Shadow (psychology); Medical school; Program evaluation; Psychology; Intervention (counseling); Scale (ratio); Medicine; Curriculum; Nursing; Pedagogy","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":[0.002813849,0.0004901988,0.0003313478,0.0005773467,0.002645691,0.001767393,0.001387118,0.001008476,0.005851111],"category_scores_gemma":[0.009735783,0.0002956026,0.0004700979,0.0002028747,0.0006584821,0.0007668742,0.003536894,0.001822406,0.002335744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008950747,"about_ca_system_score_gemma":0.003925838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005478601,"about_ca_topic_score_gemma":0.003103052,"domain_scores_codex":[0.9980995,0.0006722697,0.0001113666,0.0001909536,0.0003165631,0.0006092964],"domain_scores_gemma":[0.9923577,0.0005404368,0.0008955585,0.0004478316,0.0007381027,0.005020424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005061235,0.01183142,0.1259553,0.0005744502,0.0000387393,0.0007895566,0.01599618,0.0006760137,0.01348927,0.001216521,0.04128787,0.7876386],"study_design_scores_gemma":[0.0004606825,0.01926989,0.6713707,0.0008152607,0.00009153823,0.004053715,0.06148289,0.00148315,0.02800357,0.00285989,0.2097654,0.0003432829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9843784,0.0003579625,0.002002917,0.002189009,0.0004775017,0.0006274342,0.00005182403,0.0002169879,0.009697863],"genre_scores_gemma":[0.9794787,0.0006625691,0.01012997,0.0009219892,0.0002093417,0.0004190992,0.0001897483,0.00003141266,0.00795719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005851111,"threshold_uncertainty_score":0.01957393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07184329087629426,"score_gpt":0.4649294416755699,"score_spread":0.3930861507992756,"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."}}