{"id":"W4404645584","doi":"10.1159/000542702","title":"Antenatal Care Strategies to Improve Perinatal and Newborn Outcomes","year":2024,"lang":"en","type":"review","venue":"Neonatology","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Obstetrics; Eclampsia; Pregnancy; Low birth weight; Small for gestational age; Prenatal care; Psychological intervention; Micronutrient; Pediatrics; Gestational age; Bronchopulmonary dysplasia; Population; Environmental health","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"],"consensus_categories":[],"category_scores_codex":[0.00004008464,0.0004637781,0.001822119,0.0002809918,0.00005393789,0.00006464739,0.0001597279,0.0004930865,0.00006393479],"category_scores_gemma":[0.0000577403,0.0003211838,0.0003344155,0.0001534857,0.0001218066,0.00005766917,0.000265124,0.0006623215,0.0002325678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008812231,"about_ca_system_score_gemma":0.0005629318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005418319,"about_ca_topic_score_gemma":0.00005109372,"domain_scores_codex":[0.998341,0.00004184003,0.0003774438,0.000638726,0.0001483431,0.0004526931],"domain_scores_gemma":[0.9991512,0.00007118924,0.00006794258,0.0003727981,0.00006662052,0.0002702059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001343534,0.000004651875,0.00005473667,0.02368424,0.0002025471,0.002986708,0.0002407245,1.988352e-9,3.162934e-7,0.001430136,0.0003918885,0.9709906],"study_design_scores_gemma":[0.0003011935,0.0003168453,0.00008265096,0.002954336,0.001133434,0.006249884,0.0005117912,5.344193e-7,8.809546e-7,0.00006964827,0.9881067,0.0002721256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002410363,0.9936672,0.00001176762,0.0002986431,0.001150688,0.0007254143,0.0003854592,0.000130407,0.003389426],"genre_scores_gemma":[0.001047944,0.9969166,0.0003430119,0.0002280348,0.00020088,0.0001397883,0.0001991848,0.00006776907,0.0008567756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9877148,"threshold_uncertainty_score":0.999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769408379685198,"score_gpt":0.3524776571975023,"score_spread":0.3347835734006503,"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."}}