{"id":"W7129620448","doi":"10.71892/11143/1412","title":"Évaluation du dépistage prénatal des malformations cardiaques congénitales : grande hétérogénéité de la détection prénatale parmi les médecins, établissements et régions et méta-analyse des facteurs de risque prénataux","year":2025,"lang":"fr","type":"other","venue":"USherbrooke-PROD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Risk factor; Congenital disease","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.007620797,0.002578847,0.002354724,0.003204632,0.002397648,0.002231617,0.001649256,0.00224089,0.004342636],"category_scores_gemma":[0.006787804,0.002837179,0.001640845,0.002583206,0.002890819,0.003166527,0.0007504539,0.002799338,0.001745084],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006200673,"about_ca_system_score_gemma":0.003826946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02198321,"about_ca_topic_score_gemma":0.06479128,"domain_scores_codex":[0.9819193,0.008598686,0.002593468,0.002368679,0.001969209,0.002550612],"domain_scores_gemma":[0.9914929,0.002073022,0.001779086,0.002216718,0.001546062,0.0008922165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001283465,0.007209482,0.6749111,0.009697104,0.01777021,0.0008118164,0.03174099,0.04199917,0.03031099,0.03838137,0.06103617,0.08484817],"study_design_scores_gemma":[0.01196937,0.001022712,0.6158713,0.008297902,0.01740129,0.001474179,0.01167102,0.01246703,0.04398586,0.03613873,0.2321956,0.007505101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6470694,0.01321418,0.07904738,0.0005711681,0.001271549,0.007095529,0.01285804,0.002219459,0.2366533],"genre_scores_gemma":[0.8136562,0.009410561,0.05714333,0.0004323676,0.0008022281,0.00291274,0.0097978,0.002141024,0.1037037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1711594,"threshold_uncertainty_score":0.9998227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137217470670909,"score_gpt":0.3247447724930402,"score_spread":0.2833725977863312,"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."}}