{"id":"W2000757966","doi":"10.1017/s0962279904001036","title":"NEW DNA-BASED PCR APPROACHES FOR RAPID REAL-TIME DETECTION AND PREVENTION OF GROUP B STREPTOCOCCAL INFECTIONS IN NEWBORNS AND PREGNANT WOMEN","year":2003,"lang":"en","type":"article","venue":"Reproductive Medicine Review","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Streptococcus agalactiae; Group B; Neonatal sepsis; Mastitis; Meningitis; Streptococcus; Incidence (geometry); Sepsis; Neonatal meningitis; Disease; Penicillin; Pediatrics; Neonatal infection; Pregnancy; Antibiotics; Immunology; Internal medicine; Microbiology; Bacteria; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158691,0.0001725737,0.0006433374,0.0001699442,0.00004796213,0.000003523067,0.00002305774,0.00005864852,0.0001116818],"category_scores_gemma":[0.001152392,0.0001270515,0.00006773383,0.000369897,0.00009648069,0.00009734212,0.00001465572,0.0001301646,0.000001590877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355773,"about_ca_system_score_gemma":0.00008651094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001310165,"about_ca_topic_score_gemma":0.00002565303,"domain_scores_codex":[0.9985741,0.0001503005,0.0004591059,0.0004765593,0.000143179,0.0001967908],"domain_scores_gemma":[0.999117,0.000127708,0.0002172762,0.0002905965,0.000101333,0.0001461462],"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":[0.0002880658,0.0008524812,0.00842627,0.02025709,0.0002707608,0.000005457996,0.0004664944,0.000004682833,0.05102338,0.001395368,0.000604205,0.9164057],"study_design_scores_gemma":[0.0347838,0.04301356,0.16047,0.1200526,0.005368356,0.00266194,0.001221525,0.0003877805,0.090441,0.01975389,0.5198705,0.001974972],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7164353,0.2286214,0.02596234,0.006415216,0.0006267098,0.01708655,0.00002424952,0.000221744,0.004606579],"genre_scores_gemma":[0.7127017,0.2628923,0.009742766,0.0003478539,0.001422939,0.003883113,0.0001018147,0.000150943,0.008756616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9144308,"threshold_uncertainty_score":0.5181012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320154840346805,"score_gpt":0.2996409124564781,"score_spread":0.25643936405301,"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."}}