{"id":"W4417200011","doi":"10.62920/dc10vs63","title":"Éditorial","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003911319,0.0005301944,0.0009210042,0.0004504483,0.003409783,0.0001441921,0.0006397787,0.001398346,0.007085657],"category_scores_gemma":[0.003098215,0.0005148986,0.0002612762,0.0008837729,0.0001527267,0.0005063041,0.0003462935,0.003052705,0.004357307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006216115,"about_ca_system_score_gemma":0.004214044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002876957,"about_ca_topic_score_gemma":0.001373781,"domain_scores_codex":[0.9890207,0.006008336,0.001866379,0.0008840506,0.0006064186,0.001614088],"domain_scores_gemma":[0.9929603,0.003926252,0.0007926109,0.001210392,0.0005775669,0.000532844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003489443,0.0002850161,0.02794072,0.002965645,0.0002869695,0.00003888927,0.01116085,0.000002132089,0.0001496309,0.117902,0.7840824,0.05483672],"study_design_scores_gemma":[0.001394708,0.0001664338,0.02380223,0.00146103,0.0001028788,0.000001231681,0.005595147,0.0000252572,0.00001893501,0.00173851,0.9653174,0.0003762855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09078314,0.00497551,0.0007140934,0.04889346,0.295078,0.003920795,0.0004581004,0.0004177545,0.5547591],"genre_scores_gemma":[0.8481299,0.0009023196,0.0001096031,0.003534045,0.01850852,0.000125869,0.00003941064,0.00006239599,0.128588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7573467,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317018557138874,"score_gpt":0.4983862441157419,"score_spread":0.3666843884018545,"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."}}