{"id":"W4406899527","doi":"10.1159/000543690","title":"Interventions to Prevent and Manage Infections in Pregnancy","year":2025,"lang":"en","type":"review","venue":"Neonatology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Pregnancy; Psychological intervention; Low birth weight; Regimen; Pediatrics; Obstetrics; Intensive care medicine; Internal medicine","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":[0.007502378,0.001313061,0.001739126,0.002397185,0.0005936125,0.001851543,0.001387644,0.002342853,0.009905469],"category_scores_gemma":[0.04949768,0.0004910303,0.002600743,0.001552397,0.0007250917,0.001556392,0.001959756,0.002803126,0.0009396658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108562,"about_ca_system_score_gemma":0.009079183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007840232,"about_ca_topic_score_gemma":0.009116651,"domain_scores_codex":[0.9913999,0.005857722,0.0009361505,0.0003963269,0.001050628,0.0003593087],"domain_scores_gemma":[0.9880919,0.007869172,0.002396255,0.0002847896,0.0009896177,0.0003682961],"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":[0.0005771748,0.0004162856,0.004701758,0.1932979,0.004468883,0.0002333238,0.001011485,0.001168686,0.0003226503,0.008843343,0.04414275,0.7408157],"study_design_scores_gemma":[0.002822056,0.001642757,0.02163571,0.607024,0.01192374,0.0009290566,0.001039212,0.001023273,0.0007527024,0.01882395,0.3322668,0.0001166853],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003736243,0.9451025,0.003022164,0.03103006,0.00281425,0.001085851,0.001112966,0.0001212835,0.01197468],"genre_scores_gemma":[0.07686883,0.8848613,0.01401782,0.01674978,0.00238423,0.003170638,0.0006160357,0.00002728741,0.001304097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009905469,"threshold_uncertainty_score":0.03967685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638571500589649,"score_gpt":0.3909803784583376,"score_spread":0.3545946634524411,"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."}}