{"id":"W2766399118","doi":"10.1371/journal.pone.0187612","title":"Association of high-risk sexual behaviour with diversity of the vaginal microbiota and abundance of Lactobacillus","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Population Health Research Institute; McMaster University; McMaster University Medical Centre","funders":"Canadian Institutes of Health Research; Grand Challenges Canada; Ontario HIV Treatment Network; Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Bacterial vaginosis; Lactobacillus; Biology; Demography; Microbiology; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003027642,0.00005888528,0.0002019102,0.00003723989,0.0003209878,0.000004855745,0.0002142623,0.00008873517,0.00004171966],"category_scores_gemma":[0.0003190484,0.00004267894,0.00001981145,0.00004650218,0.0004828781,0.00008233167,0.0002706449,0.000223229,0.000004704225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003940489,"about_ca_system_score_gemma":0.00003571241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003797807,"about_ca_topic_score_gemma":0.0004087017,"domain_scores_codex":[0.9994267,0.0001304133,0.0001163828,0.0001459409,0.00007174575,0.0001087926],"domain_scores_gemma":[0.9986995,0.00008034949,0.0004604056,0.0004373167,0.0003159159,0.000006555737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000793748,0.0004802895,0.5833563,0.00002731263,0.0003683663,9.891249e-8,0.0001646775,5.122849e-7,0.4153517,0.00001888164,0.00002860644,0.0001238414],"study_design_scores_gemma":[0.000441219,0.000176868,0.6035903,0.00002399906,0.0001348892,0.00000135213,0.00003169791,1.298312e-7,0.3955533,0.00001524486,0.000005232577,0.00002582024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991791,0.00009825938,0.00000542044,0.0002009001,0.00004192541,0.0001775906,0.0001745592,0.000004544524,0.0001176694],"genre_scores_gemma":[0.9980326,0.00004318107,0.00007841925,0.000001345418,0.000007054999,0.000001907619,0.000004506501,0.000003835996,0.001827146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02023398,"threshold_uncertainty_score":0.5741174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701809751735839,"score_gpt":0.2365927484788444,"score_spread":0.209574650961486,"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."}}