{"id":"W2050419232","doi":"10.14740/jcgo.v3i1.175","title":"Current Concept of Bacterial Vaginosis in Cervical Cancer","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Vaginal flora; Vagina; Pathogenic bacteria; Bacterial vaginosis; Cancer; Immunology; Anaerobic bacteria; Incidence (geometry); Internal medicine; Microbiology; Gynecology; Biology; Bacteria; Surgery","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":[0.002217109,0.0001011829,0.000726114,0.0003145935,0.00004346613,0.000005592932,0.0001974085,0.0003824935,0.0007053195],"category_scores_gemma":[0.02606836,0.00007826211,0.0001558999,0.0003158117,0.000576766,0.00009353424,0.000082104,0.001215327,0.00001567561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003807965,"about_ca_system_score_gemma":0.0002185854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001654862,"about_ca_topic_score_gemma":0.0000223439,"domain_scores_codex":[0.9970657,0.001106802,0.001336331,0.0001984472,0.00006288111,0.0002298114],"domain_scores_gemma":[0.9855551,0.01318211,0.0006352453,0.000158664,0.0004163852,0.00005253244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003184222,0.0008928986,0.6496304,0.00002926903,0.0001386751,0.000005265783,0.0001215024,0.00002139944,0.001499846,0.0005951914,0.0009659419,0.3457812],"study_design_scores_gemma":[0.003667542,0.001316955,0.8889086,0.00003408377,0.00005768768,0.00003304859,0.0000394877,0.000007092163,0.002904761,0.0005933039,0.1023482,0.00008926354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825687,0.008237459,0.0001056297,0.0004235763,0.00837984,0.00009668696,0.000007053091,0.000003621954,0.000177386],"genre_scores_gemma":[0.9967017,0.002885114,0.00006743969,0.00005054969,0.0002248586,0.000003120628,0.000002573301,0.000006101759,0.00005857482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3456919,"threshold_uncertainty_score":0.9821355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05817783294333759,"score_gpt":0.4028995679196043,"score_spread":0.3447217349762667,"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."}}