{"id":"W1565722249","doi":"10.1017/cbo9780511586002.008","title":"Gestational Diabetes to Group B Streptococcus","year":2007,"lang":"en","type":"book-chapter","venue":"Maternal-Fetal Medicine","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Gestational diabetes; Group B; Group (periodic table); Streptococcus; Medicine; Obstetrics; Computer science; Gestation; Pregnancy; Internal medicine; Physics; Biology; Bacteria","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":[0.00009829483,0.0004255713,0.0002472822,0.0004984171,0.0002421211,0.0003920397,0.0003033986,0.0005764136,0.04479615],"category_scores_gemma":[0.0005245023,0.0001183563,0.0003278108,0.0004575896,0.0002059029,0.0002912248,0.000428996,0.001133782,0.01324566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000428365,"about_ca_system_score_gemma":0.0005048119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003708035,"about_ca_topic_score_gemma":0.005016863,"domain_scores_codex":[0.9999417,0.00001077631,0.00000305233,0.000009886014,0.00002363834,0.00001093171],"domain_scores_gemma":[0.9999142,0.00004542998,0.000008551897,0.000004878908,0.00001136392,0.00001561656],"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":[0.00007990032,0.0001013967,0.0004689594,0.0007853375,0.00001312173,0.0015744,0.0002173217,0.0002008588,0.001519755,0.008440059,0.5292777,0.4573212],"study_design_scores_gemma":[0.000009770712,0.00004855198,0.001366398,0.0004888682,0.00001176903,0.002018369,0.00003943207,0.00004454964,0.000503423,0.001491471,0.9939731,0.00000426581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006443694,0.274018,0.002471606,0.02214743,0.0181508,0.0001430334,0.0008839153,0.0004603508,0.6752812],"genre_scores_gemma":[0.01630563,0.1996133,0.001941476,0.01185601,0.003851626,0.00007715158,0.00062344,0.00008865454,0.7656427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04479615,"threshold_uncertainty_score":0.149858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813759475282794,"score_gpt":0.2900088735581285,"score_spread":0.2618712788053006,"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."}}