{"id":"W4225395712","doi":"10.24908/iqurcp15449","title":"Barriers and Enablers to Implementing EDI-focused Admissions Initiatives at Queen’s Health Sciences","year":2022,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Equity (law); Public relations; Health equity; Psychology; Medical education; Political science; Nursing; Medicine; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01009759,0.0002584776,0.000495378,0.00142218,0.005057253,0.0004644849,0.0007268716,0.00005793058,0.0005962503],"category_scores_gemma":[0.001511117,0.0002961538,0.00006721283,0.001347234,0.0004072015,0.0006662796,0.002721681,0.0006818084,0.00008666309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209977,"about_ca_system_score_gemma":0.0009796047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.014122,"about_ca_topic_score_gemma":0.0002848308,"domain_scores_codex":[0.9951778,0.0001684911,0.0008572243,0.001128518,0.0004935519,0.002174423],"domain_scores_gemma":[0.9976371,0.0002113619,0.0003498243,0.0002112229,0.0002355034,0.00135502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000041103,0.00003627042,0.01547764,0.0001896391,0.00004398293,0.000004014462,0.01832435,0.00001248488,0.00003375478,0.9430984,0.02091068,0.001827722],"study_design_scores_gemma":[0.001033334,0.001879113,0.004579056,0.0001556136,0.000004940071,0.000009085499,0.05177253,0.001143178,0.0001294099,0.3122579,0.6262462,0.0007895568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1925887,0.0005149153,0.0009756598,0.7630929,0.0004401155,0.002495695,0.0003057519,0.0002071716,0.03937913],"genre_scores_gemma":[0.9929407,0.001070943,0.0007469268,0.002908024,0.0001294643,0.0006305486,0.00001071605,0.00003566664,0.001527066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.800352,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2199970140307745,"score_gpt":0.407192988372348,"score_spread":0.1871959743415735,"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."}}