{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006696601,0.0001250353,0.0009668196,0.0005759061,0.00009777579,0.00001262387,0.0002694489,0.0001467939,0.0005583696],"category_scores_gemma":[0.02067457,0.00007717657,0.0004277364,0.0006591928,0.0005327303,0.0001549627,0.0001255572,0.001202333,0.00002000982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002943656,"about_ca_system_score_gemma":0.0002765073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002085028,"about_ca_topic_score_gemma":0.00001722713,"domain_scores_codex":[0.9960507,0.000229323,0.001796448,0.0002199754,0.0013094,0.0003941088],"domain_scores_gemma":[0.9881572,0.008993119,0.0005603547,0.00026606,0.001491351,0.0005319735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01554532,0.001751121,0.2004563,0.001154963,0.001836294,0.003410925,0.0006243348,0.00001906304,0.06822143,0.0005988143,0.1103127,0.5960687],"study_design_scores_gemma":[0.03330527,0.02989254,0.8219701,0.01193463,0.0005987827,0.0007475383,0.00471002,0.004511809,0.01407463,0.00881604,0.06908629,0.0003523359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849897,0.0003619655,0.002840046,0.009886133,0.0008699298,0.0005036611,0.0000643582,0.00002229584,0.0004619021],"genre_scores_gemma":[0.9930007,0.001051456,0.0009960679,0.0001608025,0.004106817,0.00001510889,0.00003896652,0.00002538905,0.0006046813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6215138,"threshold_uncertainty_score":0.9875747,"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."}}