{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004795677,0.000742809,0.0008692684,0.001723375,0.000402398,0.001535954,0.001191877,0.001175096,0.01435772],"category_scores_gemma":[0.03126219,0.0002300871,0.001558385,0.001134744,0.0003553958,0.001241767,0.001379705,0.001687028,0.001058539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002052095,"about_ca_system_score_gemma":0.005148745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050018,"about_ca_topic_score_gemma":0.01139745,"domain_scores_codex":[0.9966264,0.001907584,0.0005277318,0.0002328527,0.0004760768,0.0002294553],"domain_scores_gemma":[0.994115,0.002906195,0.001467528,0.0001917325,0.0009856315,0.0003339785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003336524,0.0003132139,0.01505186,0.05662114,0.001996825,0.0003499376,0.0007532297,0.001202033,0.000517419,0.01515624,0.07165626,0.8360482],"study_design_scores_gemma":[0.001540128,0.00115698,0.0862327,0.3002937,0.007907812,0.001546948,0.001746644,0.001611059,0.001622119,0.0241021,0.5721044,0.0001353783],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01189577,0.8592212,0.005418651,0.07740826,0.003825974,0.0008148712,0.003171271,0.0002652793,0.03797868],"genre_scores_gemma":[0.2253892,0.7062284,0.02442015,0.03292507,0.002994298,0.001800867,0.001739176,0.00006649882,0.004436304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01435772,"threshold_uncertainty_score":0.04803133,"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."}}