{"id":"W2139137497","doi":"10.1128/jcm.41.5.1925-1928.2003","title":"BVBlue Test for Diagnosis of Bacterial Vaginosis","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Bacterial vaginosis; Microbiology; Medicine; Test (biology); Biology; Ecology","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":[0.0005768028,0.000513622,0.0006906754,0.001956298,0.0003051304,0.0003982163,0.0007668951,0.0009073889,0.007978596],"category_scores_gemma":[0.002420369,0.0001732703,0.0003171261,0.0009890652,0.0002314936,0.000358426,0.0005163517,0.0005792105,0.002519324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684322,"about_ca_system_score_gemma":0.0003140676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000894605,"about_ca_topic_score_gemma":0.00103334,"domain_scores_codex":[0.9992169,0.0001910791,0.00006537543,0.00009594767,0.0003096083,0.0001210582],"domain_scores_gemma":[0.9992313,0.0001479505,0.0002127124,0.00002420004,0.0002528461,0.000130915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002645143,0.001207103,0.7876958,0.001316525,0.0002048828,0.00702859,0.0006672344,0.0004082006,0.05425141,0.001032234,0.03238801,0.1111548],"study_design_scores_gemma":[0.000450996,0.005214642,0.8514152,0.001427598,0.0002390951,0.03864826,0.001031343,0.004639352,0.02586732,0.001009643,0.06996489,0.0000917485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908863,0.03379166,0.008353201,0.002032158,0.001134061,0.001375368,0.004276602,0.0007381407,0.05741243],"genre_scores_gemma":[0.9462921,0.008920115,0.01753256,0.001622137,0.0003278674,0.0008113725,0.005726642,0.00005531945,0.01871191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007978596,"threshold_uncertainty_score":0.02669102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0732259572499072,"score_gpt":0.4061982196277699,"score_spread":0.3329722623778627,"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."}}