{"id":"W1979085709","doi":"10.1186/s12879-015-0831-1","title":"Correlates of the molecular vaginal microbiota composition of African women","year":2015,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European and Developing Countries Clinical Trials Partnership; Institute of Circulatory and Respiratory Health; European Commission; Vlaamse regering; Fonds Wetenschappelijk Onderzoek; Medical Research Council; Aids Fonds","keywords":"Dysbiosis; Physiology; Lactobacillus; Microbiome; Internal medicine; Medicine; Biology; Microbiology; Immunology; Bacteria; Bioinformatics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002369195,0.0002031498,0.0001746937,0.000673068,0.0003970104,0.0003458007,0.0001490582,0.0002060062,0.00162321],"category_scores_gemma":[0.001717108,0.000185751,0.00009836224,0.0007697982,0.0002637415,0.0001798487,0.000415417,0.0001868192,0.0001650234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090333,"about_ca_system_score_gemma":0.0001919215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003108543,"about_ca_topic_score_gemma":0.003813356,"domain_scores_codex":[0.9997846,0.00005997342,0.00001718658,0.00004764783,0.00003367504,0.00005683587],"domain_scores_gemma":[0.9996089,0.00006561186,0.0002163027,0.00002100091,0.00004403035,0.00004422423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001471533,0.00001628814,0.9924186,0.00004423647,0.00002243451,0.00008855182,0.0003653256,0.00002480753,0.002645988,0.00002120543,0.0001008752,0.00410444],"study_design_scores_gemma":[0.00000292263,0.00006633517,0.998244,0.00001799045,0.0000100525,0.0003388238,0.0007135185,0.00005176584,0.0002244886,0.00002121562,0.0003069502,0.000002030725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989465,0.0004627392,0.00004124786,0.00004005653,0.000002664489,0.000008154122,0.0002478249,0.000001197178,0.0002496917],"genre_scores_gemma":[0.9994423,0.0001969273,0.0001307992,0.00001670598,0.000003718498,0.00001105488,0.0001334064,0.000001059925,0.00006393057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003108543,"threshold_uncertainty_score":0.006180882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320930731146805,"score_gpt":0.2585978932861278,"score_spread":0.2453885859746597,"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."}}