{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000651417,0.0002201465,0.001033066,0.0008640947,0.00005117472,0.000009941103,0.00007436029,0.0002376858,0.0001366177],"category_scores_gemma":[0.0001028184,0.0001884904,0.0003288827,0.0004858585,0.00004230094,0.00003091638,0.0002310023,0.0003970144,0.0001025933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009224701,"about_ca_system_score_gemma":0.0001062384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000142919,"about_ca_topic_score_gemma":0.0005403244,"domain_scores_codex":[0.9987998,0.00009059211,0.0004701102,0.0003505422,0.00005440445,0.0002345442],"domain_scores_gemma":[0.9994101,0.0001319191,0.00007869089,0.0002453296,0.00002944031,0.000104502],"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":[0.00000280326,0.0002822565,0.0000720626,0.06973743,0.00006658036,0.0001439293,0.00001732782,1.494622e-7,6.275088e-8,0.005542174,0.0003063888,0.9238288],"study_design_scores_gemma":[0.000246496,0.0001500846,0.00009005793,0.08815823,0.0006008589,0.001175787,0.000003643158,2.232188e-7,5.014775e-7,0.0005563492,0.9088929,0.0001248682],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003341605,0.9913124,0.0002256716,0.0003017435,0.0004941658,0.001390477,0.00003612096,0.0000609328,0.006145113],"genre_scores_gemma":[0.00004638989,0.9858176,0.0001312503,0.00009600697,0.00002666028,0.0007825083,0.00004812326,0.00001743296,0.01303407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.923704,"threshold_uncertainty_score":0.7686414,"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."}}