{"id":"W3205319739","doi":"10.1128/spectrum.00143-21","title":"Cervical Squamous Intraepithelial Lesions Are Associated with Differences in the Vaginal Microbiota of Mexican Women","year":2021,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of Calgary; University of British Columbia","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Medicine; Squamous intraepithelial lesion; Gynecology; Cervical intraepithelial neoplasia; Cervical cancer; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000176281,0.0002018046,0.0002254288,0.0004920236,0.0004420394,0.000453808,0.0001431149,0.0003081535,0.003142603],"category_scores_gemma":[0.0009820692,0.0002263566,0.0002393334,0.0005325528,0.0001936121,0.0001943678,0.0002939681,0.0003213229,0.0002432572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075345,"about_ca_system_score_gemma":0.0001862517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007269853,"about_ca_topic_score_gemma":0.007019888,"domain_scores_codex":[0.9998859,0.00002368043,0.000007727369,0.00003015263,0.00001803591,0.00003450004],"domain_scores_gemma":[0.9997613,0.00002370043,0.0001258628,0.00001531117,0.00002782242,0.00004610465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004418986,0.00009977588,0.9900576,0.00003823748,0.00005275755,0.0002549425,0.0005328452,0.00001420466,0.002489161,0.00004744235,0.0002091004,0.005761938],"study_design_scores_gemma":[0.000004873817,0.00006989265,0.9984478,0.00001102325,0.00002258243,0.0002184542,0.0007302957,0.00003539023,0.0000586421,0.00002490379,0.0003737924,0.000002390598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981552,0.0005775674,0.00004313983,0.0001398065,0.0000119731,0.0000075471,0.0001553717,0.000003092498,0.0009063576],"genre_scores_gemma":[0.9990038,0.000334884,0.0000503729,0.00003745499,0.00001031172,0.000005760948,0.0001085126,0.00000199429,0.0004467754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007269853,"threshold_uncertainty_score":0.01445508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706607711244655,"score_gpt":0.2463159643072278,"score_spread":0.2292498871947813,"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."}}