{"id":"W1987266622","doi":"10.1080/10647440300025521","title":"Screening Protocols for Group B Streptococcus: Are TransportMedia Appropriate?","year":2003,"lang":"en","type":"article","venue":"Infectious Diseases in Obstetrics and Gynecology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Inoculation; Streptococcus; Microbiology; Group B; Charcoal; Biology; Chemistry; Bacteria; Medicine; Horticulture; Surgery","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":[0.005664972,0.001663853,0.001466012,0.000825816,0.0006319158,0.001454643,0.001662425,0.002353975,0.002083175],"category_scores_gemma":[0.01215987,0.0008384422,0.0004687863,0.0009149488,0.001153914,0.001606058,0.00162959,0.0009258761,0.003882302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006024928,"about_ca_system_score_gemma":0.0006351256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005705152,"about_ca_topic_score_gemma":0.001104934,"domain_scores_codex":[0.9887182,0.004608545,0.001053393,0.001049357,0.003976603,0.000593986],"domain_scores_gemma":[0.9940656,0.001634958,0.00134543,0.0008551937,0.00188226,0.0002164038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003538689,0.000212793,0.003424723,0.001134849,0.00003288842,0.0001969051,0.0002981123,0.0002666884,0.9749345,0.0001365873,0.0007031355,0.01830495],"study_design_scores_gemma":[0.00005112901,0.001961439,0.0116928,0.0004714851,0.0001321977,0.00151074,0.0007238419,0.001095438,0.9609191,0.000402045,0.02096455,0.00007523158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7366414,0.0290778,0.2093259,0.00471036,0.001385382,0.005640672,0.001858284,0.002673137,0.008687072],"genre_scores_gemma":[0.5908906,0.03068934,0.3421178,0.002363164,0.0006523204,0.01050679,0.009305263,0.0009867362,0.01248795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005664972,"threshold_uncertainty_score":0.02995962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924513463061936,"score_gpt":0.2901812152560843,"score_spread":0.2709360806254649,"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."}}