{"id":"W2923034445","doi":"10.1097/acm.0000000000002698","title":"An Axiological Analysis of One Medical School’s Admissions Process: Exploring Individual Values and Value Systems","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus; University of Calgary","funders":"","keywords":"Stakeholder; Value (mathematics); Medical education; Audit; Psychology; Process (computing); Institution; Social value orientations; Medicine; Family medicine; Public relations; Sociology; Political science; Management; Social science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01924966,0.0003322785,0.0003467814,0.005645291,0.009753617,0.01060232,0.001348766,0.0009126964,0.004291746],"category_scores_gemma":[0.02485806,0.0003108608,0.0003319489,0.00535488,0.01586965,0.007858748,0.006648214,0.002073092,0.0002395539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01326403,"about_ca_system_score_gemma":0.008434138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004480412,"about_ca_topic_score_gemma":0.008950014,"domain_scores_codex":[0.9805179,0.01570228,0.0004698233,0.0005921393,0.001981449,0.0007365166],"domain_scores_gemma":[0.9693865,0.02189723,0.003143398,0.001013928,0.003225649,0.001333383],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009370287,0.00009560723,0.01927196,0.0002104608,0.00001266188,0.0006777683,0.8762059,0.0003034294,0.001099959,0.06967913,0.0006906285,0.03165873],"study_design_scores_gemma":[0.000006740763,0.00004550386,0.01205014,0.000187012,0.00000796992,0.0001639442,0.9558495,0.0009757756,0.0008354218,0.01568292,0.01417295,0.00002209339],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298304,0.0002894249,0.01642916,0.003741338,0.00004589738,0.0002281375,0.00006749598,0.00002599295,0.04934212],"genre_scores_gemma":[0.992631,0.00016212,0.005110347,0.0001192409,0.000009097602,0.00007740634,0.00002724047,0.00001260574,0.001851044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9807503,"threshold_uncertainty_score":0.1018032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315443822545517,"score_gpt":0.4182502083516342,"score_spread":0.2867058260970825,"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."}}