{"id":"W2022149895","doi":"10.1177/1933719111418379","title":"Importance of Vaginal Microbes in Reproductive Health","year":2012,"lang":"en","type":"review","venue":"Reproductive Sciences","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":100,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Lawson Health Research Institute; Mount Sinai Hospital; Western University","funders":"Canadian Institutes of Health Research","keywords":"Bacterial vaginosis; Lactobacillus crispatus; Vagina; Biology; Probiotic; Vaginitis; Lactobacillus; Physiology; Microbiology; Bacteria","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009330449,0.0006303129,0.002673567,0.001503706,0.0003836484,0.00002842531,0.001081968,0.0003139768,0.0002899374],"category_scores_gemma":[0.001816436,0.0004930065,0.0004231796,0.003525976,0.0036123,0.0005877548,0.0003809824,0.001411585,0.0004377355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005550365,"about_ca_system_score_gemma":0.002034947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000679357,"about_ca_topic_score_gemma":0.00006458076,"domain_scores_codex":[0.9918992,0.001953264,0.001568529,0.003106606,0.000234837,0.001237567],"domain_scores_gemma":[0.9955471,0.0004114021,0.001514011,0.002096221,0.0003745292,0.00005678447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003313379,0.001030844,0.004518522,0.005049167,0.0003830814,0.0000063663,0.001055099,0.000005883754,0.000733896,0.001204635,0.0009928282,0.9849865],"study_design_scores_gemma":[0.0002010987,0.0004790451,0.002476536,0.002553293,0.0001450798,0.0009079283,0.0003534982,4.10459e-8,0.001561042,0.000378971,0.9903519,0.0005915844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001339159,0.9923521,0.000008038939,0.0003618883,0.001626212,0.002024971,0.00007697384,0.00006212989,0.002148493],"genre_scores_gemma":[0.001683621,0.9953545,0.0003755221,0.00001021643,0.0004192743,0.0002215844,0.00006764432,0.00004905626,0.001818606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893591,"threshold_uncertainty_score":0.9997522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350694542313096,"score_gpt":0.4326403514618846,"score_spread":0.2975708972305751,"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."}}