{"id":"W2887926153","doi":"10.14740/jocmr3480w","title":"Vulvovestibular Syndrome and Vaginal Microbiome: A Simple Evaluation","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lactobacillus; Genitourinary system; Observational study; Gardnerella vaginalis; Microbiology; Internal medicine; Gynecology; Bacterial vaginosis; Bacteria; Biology","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":[0.0003585718,0.000363011,0.0004926402,0.00216876,0.0005763123,0.0004963978,0.0002396949,0.0004891665,0.001802135],"category_scores_gemma":[0.00139627,0.0002163282,0.0002674239,0.000721162,0.000414714,0.0008920038,0.0005738231,0.0004624334,0.0001837925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988926,"about_ca_system_score_gemma":0.000296221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007231478,"about_ca_topic_score_gemma":0.0008366375,"domain_scores_codex":[0.9996753,0.00007161286,0.0000424289,0.00005436601,0.00008877238,0.00006761353],"domain_scores_gemma":[0.9996054,0.0001016204,0.00009415754,0.00002419501,0.00005472706,0.0001199909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003857368,0.0001452866,0.9253811,0.0001671253,0.00006073312,0.04937507,0.0003966091,0.0000633798,0.006470695,0.0001695706,0.0003127323,0.01707208],"study_design_scores_gemma":[0.00001639645,0.0008057982,0.6637685,0.0001272106,0.00009985775,0.3293535,0.00177233,0.0003836689,0.001235947,0.0002818581,0.002130007,0.00002497951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838377,0.01130897,0.0009086327,0.0003232266,0.00004785727,0.0000687244,0.000215124,0.00002040863,0.003269341],"genre_scores_gemma":[0.9964086,0.002253649,0.0007010131,0.000104417,0.00006592695,0.00001235135,0.0001148256,0.000002465981,0.0003366863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00216876,"threshold_uncertainty_score":0.006028771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2793531831531519,"score_gpt":0.5812616434367756,"score_spread":0.3019084602836236,"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."}}