{"id":"W4402381186","doi":"10.1515/jpm-2024-0203","title":"The potential impact of universal screening for vasa previa in the prevention of stillbirths","year":2024,"lang":"en","type":"article","venue":"Journal of Perinatal Medicine","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics; Incidence (geometry); Prenatal diagnosis; Prenatal screening; Live birth; Gynecology; Pregnancy; Pediatrics; Fetus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006973305,0.0005806031,0.0004150138,0.001033426,0.0001802386,0.0005883619,0.0007744096,0.0006753345,0.003046686],"category_scores_gemma":[0.02374629,0.0003034706,0.001121706,0.0005318094,0.0004364438,0.0005815532,0.001257783,0.0005975742,0.0001474204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044098,"about_ca_system_score_gemma":0.002192002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01452311,"about_ca_topic_score_gemma":0.01511176,"domain_scores_codex":[0.9965017,0.00244231,0.0001239984,0.0002115023,0.0003460269,0.0003744049],"domain_scores_gemma":[0.9886261,0.007413715,0.002114474,0.0002471658,0.0008647712,0.0007336925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007598652,0.0002892447,0.8005783,0.00269136,0.001338988,0.0003071578,0.0001529804,0.02252136,0.000457335,0.001906241,0.002120444,0.1668768],"study_design_scores_gemma":[0.0003038594,0.00364962,0.9400747,0.002538193,0.002828665,0.0009645679,0.0004349154,0.0401457,0.001568356,0.002342035,0.005101623,0.00004763438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9030148,0.05182193,0.0119483,0.01407615,0.0003534855,0.0003767326,0.005084457,0.0003474561,0.01297657],"genre_scores_gemma":[0.9915009,0.003632893,0.003943218,0.00025643,0.00008137387,0.00004270935,0.0002972618,0.000005270907,0.0002399149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01452311,"threshold_uncertainty_score":0.03687882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967872191338212,"score_gpt":0.3769528871642869,"score_spread":0.3472741652509048,"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."}}