{"id":"W2974971084","doi":"10.1016/j.jgyn.2015.02.001","title":"Classification de Robson : un outil d’évaluation des pratiques de césarienne en France","year":2015,"lang":"fr","type":"article","venue":"Journal de gynécologie, obstétrique et biologie de la reproduction. Supplément/Journal de gynécologie obstétrique et biologie de la reproduction","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Directorate-General for Justice; Direction de la Recherche, des Études, de l’Évaluation et des Statistiques; Direction de la Sécurité et de la Circulation Routières; Ministère de la Santé; Ontario Ministry of Health and Long-Term Care","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","metaepi_narrow","research_integrity"],"category_scores_codex":[0.09076779,0.001858871,0.002203811,0.001466905,0.001871504,0.001445331,0.00200537,0.00515837,0.0007718111],"category_scores_gemma":[0.1336912,0.001669615,0.001374144,0.001979999,0.002617722,0.002067232,0.0007011032,0.01176331,0.0001148644],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03133423,"about_ca_system_score_gemma":0.01531089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355033,"about_ca_topic_score_gemma":0.0001196762,"domain_scores_codex":[0.953564,0.03362935,0.004150004,0.003005503,0.001109303,0.00454184],"domain_scores_gemma":[0.9801694,0.007849153,0.004131917,0.002352258,0.003136965,0.002360309],"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":[0.005677613,0.006356568,0.3332104,0.001868535,0.001605942,0.005237289,0.01399091,0.03688823,0.1232801,0.00426671,0.04060045,0.4270172],"study_design_scores_gemma":[0.005036149,0.00763606,0.4108956,0.001407516,0.0007731772,0.07952155,0.01054076,0.002762018,0.04463667,0.1149426,0.3200503,0.001797655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7563107,0.06946965,0.08318903,0.07368425,0.01227936,0.002566857,0.0002269669,0.001079833,0.001193346],"genre_scores_gemma":[0.6042219,0.2582475,0.1078049,0.00279012,0.01186969,0.0009188182,0.0002635615,0.0002660144,0.01361746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4252196,"threshold_uncertainty_score":0.9995913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06759250288624896,"score_gpt":0.3874533317235171,"score_spread":0.3198608288372681,"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."}}