{"id":"W4407111899","doi":"10.1503/cmaj.241258","title":"Urinary tract infections after menopause","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Canadian Institutes of Health Research; M.S.I. Foundation; Alberta Health Services","keywords":"Menopause; Urinary system; Medicine; Computer science; Data science; Intensive care medicine; Physiology; Bioinformatics; Gynecology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002701634,0.00009588373,0.0003398533,0.0003872826,0.00073118,0.0004630041,0.0001620242,0.000462926,0.006822759],"category_scores_gemma":[0.002339995,0.00009098806,0.0003959562,0.0005056464,0.0002186699,0.0002489157,0.0003679054,0.0004956663,0.0003758895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167656,"about_ca_system_score_gemma":0.001008012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0097107,"about_ca_topic_score_gemma":0.01234404,"domain_scores_codex":[0.9997003,0.00003463158,0.00001523595,0.00003994472,0.0000740863,0.0001357943],"domain_scores_gemma":[0.9993331,0.0001040328,0.0002303744,0.00003321987,0.00009645041,0.0002027664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001803924,0.0003649423,0.7872804,0.0008224219,0.0004000133,0.008491136,0.002133574,0.0001225396,0.004610145,0.001063428,0.01171266,0.1811948],"study_design_scores_gemma":[0.00002897811,0.0002751864,0.9830198,0.0001750628,0.00008886687,0.003601754,0.0007487817,0.00003911808,0.0001515158,0.0002624257,0.01159772,0.00001080989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9241636,0.04181775,0.0001936554,0.004483776,0.0007531872,0.00008191649,0.002139539,0.00003707777,0.02632947],"genre_scores_gemma":[0.9896575,0.005010967,0.00008623979,0.00085046,0.0003013968,0.00001809834,0.0005041914,0.00000479753,0.003566314],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0097107,"threshold_uncertainty_score":0.02282441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005228460759855738,"score_gpt":0.2547840828311866,"score_spread":0.2495556220713309,"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."}}