{"id":"W4382728204","doi":"10.14740/jocmr4927","title":"Low Accuracy of Antenatal Screening for Group B Streptococcus From Perianal Area","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Streptococcus; Group B; Group (periodic table); Obstetrics; Surgery; Genetics; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004861285,0.000467687,0.0005630243,0.00160293,0.0004068891,0.001511416,0.001243137,0.001617892,0.002057459],"category_scores_gemma":[0.05113288,0.000536972,0.0004378807,0.0006566328,0.0006407712,0.0007792509,0.0004835434,0.0009146372,0.0008781633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005045605,"about_ca_system_score_gemma":0.0005630756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004921576,"about_ca_topic_score_gemma":0.003448856,"domain_scores_codex":[0.9919366,0.003352337,0.0007693194,0.0009719601,0.002234876,0.0007349306],"domain_scores_gemma":[0.9463171,0.04242374,0.003316851,0.003170197,0.00385506,0.0009171034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000409254,0.00004593585,0.9841824,0.0001162946,0.00004894334,0.0002681734,0.0003072276,0.0001723008,0.002373673,0.00007872128,0.0002596969,0.01173726],"study_design_scores_gemma":[0.00002267811,0.0006815668,0.9780809,0.000235187,0.0002966698,0.004849055,0.000597465,0.006061244,0.006939118,0.0003535647,0.001861474,0.00002111709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896187,0.002963112,0.001449644,0.0005102628,0.0001584136,0.00002312941,0.0004791321,0.00009207032,0.004705581],"genre_scores_gemma":[0.998749,0.0002335308,0.0005834692,0.00007866402,0.00003201437,0.00000607163,0.0001118107,0.000006706251,0.000198731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004921576,"threshold_uncertainty_score":0.02570921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4219728711138747,"score_gpt":0.5776428039389491,"score_spread":0.1556699328250744,"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."}}