{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001956155,0.0001266338,0.0002708351,0.0001709577,0.000080668,0.000002136402,0.0001847022,0.0002249246,0.0002692925],"category_scores_gemma":[0.004166584,0.00009692672,0.00003079717,0.0003484514,0.0001360446,0.0001303112,0.00004283405,0.0005524597,0.00006257043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137929,"about_ca_system_score_gemma":0.00005192043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005743659,"about_ca_topic_score_gemma":1.118474e-7,"domain_scores_codex":[0.9983024,0.00002147255,0.0004760887,0.0001835729,0.0005929325,0.0004235239],"domain_scores_gemma":[0.9991272,0.000141954,0.0001240626,0.000274629,0.0001440412,0.0001880748],"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":[0.0001451314,0.00009440744,0.3558695,0.0003360731,0.000104603,5.866978e-7,0.008577267,4.201796e-7,0.004435162,0.01053923,0.5812756,0.03862207],"study_design_scores_gemma":[0.006135695,0.0005126824,0.1917007,0.001214004,0.0004865033,0.000170103,0.004216466,0.0003129821,0.002481596,0.001947105,0.7905062,0.0003158913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680586,0.001200388,0.006761638,0.01065599,0.002421291,0.001058139,8.659237e-7,0.000127636,0.009715458],"genre_scores_gemma":[0.9798874,0.00009900882,0.00157743,0.008720533,0.005356719,0.0001764383,0.0000700379,0.0000278677,0.004084526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2092307,"threshold_uncertainty_score":0.4988092,"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."}}