{"id":"W4318825647","doi":"10.3390/pathogens12020229","title":"Strategies to Prevent Early and Late-Onset Group B Streptococcal Infection via Interventions in Pregnancy","year":2023,"lang":"en","type":"review","venue":"Pathogens","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Medical Research Council; Canadian Immunization Research Network; Michael Smith Health Research BC","keywords":"Pregnancy; Group B; Psychological intervention; Medicine; STREPTOCOCCAL INFECTIONS; Obstetrics; Pediatrics; Internal medicine; Immunology; Biology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006208778,0.0008769262,0.0011244,0.001458791,0.0001842638,0.0006458613,0.000729315,0.001156915,0.004721281],"category_scores_gemma":[0.001453613,0.0001852035,0.0009189795,0.0006987133,0.0002392695,0.0006809891,0.0005068417,0.001454595,0.0009533927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004689897,"about_ca_system_score_gemma":0.001142088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001782877,"about_ca_topic_score_gemma":0.002070255,"domain_scores_codex":[0.9997862,0.00006540894,0.00003643215,0.00002545736,0.00006208582,0.00002434982],"domain_scores_gemma":[0.9996871,0.0001897394,0.00004948733,0.000008043776,0.0000488303,0.00001686331],"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":[0.0001068449,0.0001088556,0.0001630717,0.04825729,0.0002452229,0.0001281879,0.00007731395,0.0002941185,0.0007602908,0.003267205,0.02072599,0.9258655],"study_design_scores_gemma":[0.0001007398,0.0002244697,0.001891135,0.05477652,0.0007023637,0.001245825,0.0001410889,0.0001363134,0.0005465376,0.002351614,0.9378606,0.00002270809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001016603,0.9988834,0.0000783256,0.0002465759,0.000148359,0.000008863793,0.00001580381,0.000006628893,0.0005104081],"genre_scores_gemma":[0.0007685201,0.9985263,0.0001670586,0.0001783042,0.00007769783,0.00001472277,0.00002331873,9.790335e-7,0.0002430389],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004721281,"threshold_uncertainty_score":0.01579428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07787356608818985,"score_gpt":0.379009519540056,"score_spread":0.3011359534518662,"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."}}