{"id":"W2318604249","doi":"10.1097/acm.0b013e3182676c76","title":"The Readiness for Clerkship Survey","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of British Columbia","funders":"","keywords":"Medical education; Higher education; Psychology; Medicine; Political science","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":[0.0048866,0.0002619594,0.0003435726,0.001802061,0.0004146917,0.0004794165,0.0007224996,0.0003881384,0.003514034],"category_scores_gemma":[0.01212521,0.0001820487,0.0003778496,0.0009467996,0.0002098911,0.0007499537,0.001088904,0.001113504,0.001841465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040556,"about_ca_system_score_gemma":0.002076836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003774029,"about_ca_topic_score_gemma":0.008443994,"domain_scores_codex":[0.9969437,0.001006562,0.0004893832,0.0002390864,0.0009197777,0.0004015487],"domain_scores_gemma":[0.9853246,0.00231667,0.004084687,0.0005629304,0.004612682,0.003098496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002717649,0.0008526717,0.8944216,0.0002214741,0.0000817332,0.0001183218,0.0007087109,0.0006753383,0.000737025,0.0003623405,0.037168,0.0643809],"study_design_scores_gemma":[0.00002641929,0.0004262573,0.9862634,0.00005573291,0.000008075693,0.0001013715,0.0004385184,0.0003726068,0.0002976142,0.00008140292,0.01190997,0.00001854205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540894,0.0002679001,0.002207855,0.001819032,0.0001184279,0.002831688,0.02241073,0.0002421199,0.01601278],"genre_scores_gemma":[0.9517981,0.0004307425,0.005693329,0.0008635912,0.00009628669,0.00404376,0.02887431,0.00006869024,0.00813115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0048866,"threshold_uncertainty_score":0.02584308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279502225883667,"score_gpt":0.4486267529229049,"score_spread":0.3206765303345381,"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."}}