{"id":"W4391790674","doi":"10.18162/ritpu-2024-v21n1-03","title":"L’apprentissage du raisonnement clinique infirmier par la simulation en formation initiale pour la qualité et l’efficience des soins","year":2024,"lang":"fr","type":"article","venue":"Revue internationale des technologies en pédagogie universitaire","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006125486,0.0009334739,0.0005088943,0.0008287999,0.001591681,0.005096955,0.001672101,0.001726216,0.02899174],"category_scores_gemma":[0.01581866,0.0005336138,0.001046649,0.0005200923,0.001420218,0.002787318,0.005115158,0.003086239,0.007054848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004207319,"about_ca_system_score_gemma":0.01495172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008954062,"about_ca_topic_score_gemma":0.01241737,"domain_scores_codex":[0.994347,0.00295597,0.0002389813,0.0003710341,0.001459541,0.0006274692],"domain_scores_gemma":[0.9901439,0.003604891,0.0007168967,0.0007436135,0.0025755,0.002215166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001046116,0.00212489,0.02820106,0.003578003,0.0001495078,0.0009555081,0.01543216,0.04644849,0.02354617,0.109441,0.0624421,0.7066351],"study_design_scores_gemma":[0.0002769883,0.002698533,0.02698285,0.003951041,0.000173065,0.001226299,0.01157897,0.05862488,0.02213951,0.04241104,0.8295541,0.0003826514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.179439,0.007528225,0.4407944,0.02447158,0.002975311,0.002234317,0.0007034726,0.004309527,0.3375441],"genre_scores_gemma":[0.6559191,0.007664365,0.2284483,0.002813641,0.000426648,0.001456388,0.0009268409,0.0004802869,0.1018644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02899174,"threshold_uncertainty_score":0.09698701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0819912721194914,"score_gpt":0.4132933069153853,"score_spread":0.3313020347958939,"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."}}