{"id":"W4404599138","doi":"10.1051/pmed/2024019","title":"Développement d’une Grille d’Observation des habiletés individuelles reliées au Travail d’équipe lors d’une RÉAnimation Traumatologique (GO-TREAT) en contexte de simulation clinique","year":2024,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003666269,0.0007856744,0.0009584356,0.0005804612,0.0007636871,0.0002557269,0.0003740437,0.001341348,0.001446945],"category_scores_gemma":[0.002481893,0.0008125012,0.0003962484,0.001767857,0.0009178021,0.0007735203,0.00008670131,0.001263882,0.0007143973],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004327911,"about_ca_system_score_gemma":0.004388443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005027614,"about_ca_topic_score_gemma":0.0008872714,"domain_scores_codex":[0.9924958,0.001553727,0.002284343,0.001234023,0.001044826,0.001387284],"domain_scores_gemma":[0.9894249,0.007694343,0.0004811861,0.0008132061,0.0008234777,0.0007628808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004737453,0.001163267,0.5509616,0.008233975,0.0003890254,0.000153468,0.123593,0.06191019,0.0005380764,0.003484271,0.01083114,0.2382682],"study_design_scores_gemma":[0.002289316,0.001027027,0.6611767,0.00581452,0.0007068481,0.0001003039,0.02203245,0.2638391,0.002252644,0.008080916,0.03170159,0.0009786645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8536409,0.02073586,0.04750297,0.07050931,0.003560713,0.002398917,0.00016981,0.0007879882,0.0006935424],"genre_scores_gemma":[0.9767957,0.003910635,0.008093842,0.001440068,0.002473281,0.000493338,0.00108608,0.0001926839,0.005514355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372895,"threshold_uncertainty_score":0.9999551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0870197023885046,"score_gpt":0.4087007166974311,"score_spread":0.3216810143089265,"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."}}