{"id":"W2098045199","doi":"10.1097/acm.0b013e31828b3389","title":"Core Personal Competencies Important to Entering Students’ Success in Medical School","year":2013,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Core (optical fiber); Core competency; Medical education; Psychology; Medical school; Medicine; Business; Computer science; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006294222,0.0002059634,0.000317988,0.001792781,0.001236239,0.001630424,0.0003631813,0.0004302287,0.003921486],"category_scores_gemma":[0.02577978,0.0001504084,0.0003904981,0.0009551302,0.0009934399,0.001024448,0.002022607,0.001127337,0.0005256357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130976,"about_ca_system_score_gemma":0.008971949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003004497,"about_ca_topic_score_gemma":0.01619858,"domain_scores_codex":[0.997003,0.0008761321,0.0003328872,0.00009567612,0.001145729,0.0005465337],"domain_scores_gemma":[0.9746627,0.008089535,0.005066581,0.0007771691,0.004463782,0.006940342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001092158,0.0008389463,0.6061807,0.0005059269,0.00004683017,0.0003905956,0.008070707,0.000509981,0.001855265,0.002239328,0.008724572,0.370528],"study_design_scores_gemma":[0.000007370746,0.0004096761,0.9787556,0.0002946739,0.00002136615,0.0002947296,0.008246019,0.0003781369,0.001628251,0.001120302,0.008807127,0.00003666303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619146,0.0007444535,0.001978715,0.004445998,0.0001169868,0.0004492286,0.0002789099,0.0000592798,0.03001185],"genre_scores_gemma":[0.9916192,0.0005197545,0.005401354,0.0003237825,0.00003055335,0.00008812748,0.0001348066,0.000005753224,0.001876671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006294222,"threshold_uncertainty_score":0.03328741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07937194995298366,"score_gpt":0.4253195713686557,"score_spread":0.345947621415672,"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."}}