{"id":"W1774683220","doi":"10.12968/bjom.2015.23.6.418","title":"More needs to be done to prevent Group B strep infection in the UK","year":2015,"lang":"en","type":"article","venue":"British Journal of Midwifery","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Group B; Sepsis; Medicine; Colonisation; Streptococcus; Meningitis; Pediatrics; Antibiotics; Streptococcus agalactiae; Intensive care medicine; Neonatal sepsis; Immunology; Surgery; Biology; Colonization; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004597662,0.0005741231,0.001125707,0.001319781,0.001734742,0.003953306,0.001039387,0.006143705,0.02076883],"category_scores_gemma":[0.01914196,0.000417513,0.001138898,0.0006623237,0.001833966,0.00382539,0.002969537,0.005442188,0.004342413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00350976,"about_ca_system_score_gemma":0.01567389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.050509,"about_ca_topic_score_gemma":0.04486468,"domain_scores_codex":[0.9948286,0.002063518,0.0007463598,0.0002592243,0.001099508,0.001002779],"domain_scores_gemma":[0.9866361,0.0034741,0.001542417,0.0004866624,0.002970437,0.004890378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002330852,0.00038524,0.01809202,0.005982523,0.0001220881,0.004039239,0.0027131,0.0003828233,0.001475857,0.005863925,0.536838,0.423872],"study_design_scores_gemma":[0.0002313062,0.0009001002,0.08534858,0.02191067,0.0001207639,0.004115945,0.009060491,0.0002310396,0.0004909213,0.004682906,0.8727246,0.0001825636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009299708,0.1445457,0.0007933832,0.8079,0.01828218,0.0000876065,0.000171854,0.0001916378,0.01872789],"genre_scores_gemma":[0.1505175,0.3382395,0.00810532,0.4613233,0.01663677,0.000279067,0.0004575055,0.000145082,0.02429591],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.050509,"threshold_uncertainty_score":0.10043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064136842612677,"score_gpt":0.29170100277421,"score_spread":0.2610596343480832,"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."}}