{"id":"W2409709003","doi":"10.1016/s1701-2163(16)32185-5","title":"Are We Using the Optimal Strategy for GBS Management in Pregnancy?","year":2006,"lang":"en","type":"editorial","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; MEDLINE; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001521341,0.0001711734,0.0004753819,0.0002740781,0.00009466638,0.00002873693,0.0001215377,0.0002743792,0.00002487962],"category_scores_gemma":[0.0005997836,0.0001154771,0.00009136879,0.0001993162,0.00004365071,0.00004184374,0.00004420378,0.0006734697,6.452508e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126842,"about_ca_system_score_gemma":0.001277045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01476391,"about_ca_topic_score_gemma":0.04905386,"domain_scores_codex":[0.9987238,0.00002845053,0.00050751,0.0001410088,0.000353056,0.0002461869],"domain_scores_gemma":[0.9972749,0.001471972,0.0007208743,0.0001036363,0.0003381611,0.00009046711],"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":[0.00002414873,0.0001191471,0.001657131,0.0007064766,0.0003776655,0.008709843,0.00001259361,0.001884353,0.000001307124,0.00006136082,0.962917,0.02352894],"study_design_scores_gemma":[0.002759804,0.0003593797,0.008285643,0.0002063771,0.0004502839,0.00008670774,0.0001728363,0.000142606,0.000005384098,0.0001737049,0.9872106,0.0001466561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.008202656,0.01787506,0.0001570635,0.0003193583,0.9723452,0.0004706826,0.0001611341,0.000002639925,0.0004662267],"genre_scores_gemma":[0.3697882,0.02300152,0.00712558,0.001106504,0.5651212,0.0002100388,0.0002723084,0.0004074964,0.03296715],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4072239,"threshold_uncertainty_score":0.9917969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575915515903123,"score_gpt":0.2837809344258064,"score_spread":0.2580217792667752,"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."}}