{"id":"W4385828265","doi":"10.1093/sexmed/qfad039","title":"Pre- and post-LEEP: analysis of the female urogenital tract microenvironment and its association with sexual dysfunction","year":2023,"lang":"en","type":"article","venue":"Sexual Medicine","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Vagina; Medicine; Lactobacillus; Sexual function; Prevotella; Gardnerella vaginalis; Lower urinary tract symptoms; Gynecology; Physiology; Biology; Internal medicine; Bacterial vaginosis; Bacteria; Surgery; Prostate","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000216982,0.0001823075,0.0002847092,0.0004914356,0.0002896108,0.0004481413,0.0001545588,0.0002834736,0.00175146],"category_scores_gemma":[0.0006032021,0.00009548073,0.0002939529,0.0004915684,0.0001723022,0.0001824955,0.0003578108,0.0003383136,0.0002012034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026907,"about_ca_system_score_gemma":0.00026341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322697,"about_ca_topic_score_gemma":0.002248179,"domain_scores_codex":[0.9998389,0.00003579671,0.00001490462,0.00003247308,0.00003663246,0.00004121327],"domain_scores_gemma":[0.9995469,0.00005326631,0.0001806395,0.00002030536,0.00007761276,0.0001212543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005641191,0.0001516391,0.9817466,0.00008161644,0.00004392241,0.0003503756,0.0001856001,0.00004842167,0.006792493,0.00001829506,0.0001452292,0.009871758],"study_design_scores_gemma":[0.000001710271,0.0002390198,0.9983832,0.00001335558,0.00001156481,0.0003107065,0.0002502893,0.00005276393,0.0004981699,0.000008517104,0.0002276698,0.000003120597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979979,0.0009938462,0.0001133928,0.0000420553,0.000009221905,0.00002130704,0.0003512267,0.000004382036,0.0004666605],"genre_scores_gemma":[0.9986557,0.0003331052,0.0001963215,0.0000340168,0.00001118538,0.00002408482,0.0002906798,0.000001706237,0.0004532506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00175146,"threshold_uncertainty_score":0.005859196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596239251733987,"score_gpt":0.2728675658517205,"score_spread":0.2569051733343806,"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."}}