{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001560329,0.0002987487,0.0008469425,0.0004808711,0.00006527291,0.00005762593,0.00005735062,0.0001997286,0.0000681581],"category_scores_gemma":[0.00003686293,0.0002485662,0.0004356467,0.0004999029,0.0000346899,0.0001066421,0.0001438325,0.0004114162,0.0002584817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122508,"about_ca_system_score_gemma":0.00008075627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005453023,"about_ca_topic_score_gemma":0.001412093,"domain_scores_codex":[0.9984969,0.0001127368,0.0005922595,0.0004059057,0.0001272078,0.000264933],"domain_scores_gemma":[0.9993572,0.00005903211,0.0001346707,0.0002442928,0.0000366126,0.0001681442],"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":[0.00001141124,0.0005369599,0.001434312,0.04892602,0.0002889547,0.000333809,0.0001952388,0.000002516181,0.00003911889,0.0003601978,0.00006203103,0.9478095],"study_design_scores_gemma":[0.0007981022,0.001999099,0.06738102,0.3087775,0.002805225,0.0009869139,0.00005282592,0.00001394546,0.000008847837,0.001994086,0.6141263,0.001056164],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.011274,0.9830692,0.0006743195,0.00002880247,0.0005253717,0.003333031,0.0003733368,0.000241552,0.000480416],"genre_scores_gemma":[0.001537186,0.9950212,0.00009129262,0.000008492189,0.0000935526,0.001204018,0.0002238632,0.00006167077,0.001758744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9467533,"threshold_uncertainty_score":0.9999967,"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."}}