{"id":"W7104280650","doi":"10.71781/6240","title":"Étude de la diversité et de l’équité d’accès des candidats au niveau de l’admission des facultés franco-québécoises de médecine selon divers scénarios de pondérations des outils d’évaluation","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Happening; Publics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001991793,0.0008184699,0.000755386,0.0007701943,0.01647887,0.0001614601,0.0007362763,0.0009542943,0.002129708],"category_scores_gemma":[0.004930565,0.0009236363,0.0005638671,0.0009530111,0.001284155,0.0007371299,0.000334161,0.001511593,0.00003778762],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03868229,"about_ca_system_score_gemma":0.04943176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2994359,"about_ca_topic_score_gemma":0.06411071,"domain_scores_codex":[0.9937309,0.001612148,0.0007497467,0.0009377311,0.001342049,0.001627415],"domain_scores_gemma":[0.993434,0.00105393,0.0005764358,0.000517723,0.0006111618,0.003806764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00174418,0.001943616,0.490378,0.0009244807,0.0009060897,0.002168304,0.3614166,0.01644311,0.1007366,0.006766372,0.002549991,0.0140226],"study_design_scores_gemma":[0.003713334,0.0003773501,0.7856413,0.002014332,0.00216127,0.001514233,0.1665744,0.006801831,0.009251184,0.00160864,0.01946298,0.0008791757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609756,0.007605946,0.006413714,0.001298896,0.0007949104,0.0007995824,0.0002531713,0.0002315486,0.02162666],"genre_scores_gemma":[0.9543762,0.004813925,0.008555331,0.001194053,0.0005134056,0.0001123818,0.001709834,0.00009059096,0.02863427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2952633,"threshold_uncertainty_score":0.9993214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170218220312618,"score_gpt":0.2733964900088018,"score_spread":0.25637466797754,"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."}}