{"id":"W2078652020","doi":"10.2217/17455057.1.1.39","title":"Managing recurrent urinary tract infections in women","year":2005,"lang":"en","type":"article","venue":"Women s Health","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Urinary system; Medicine; Intensive care medicine; Postmenopausal women; Urinary infection; Internal medicine; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008634548,0.0001729514,0.0003298188,0.0006794157,0.0001588921,0.00001939143,0.0000709075,0.00004656225,0.0006839357],"category_scores_gemma":[0.00002478617,0.0001801786,0.00004811034,0.0006435247,0.00002970394,0.0002098837,0.00005496519,0.0004302146,0.000331173],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004576042,"about_ca_system_score_gemma":0.0002305591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042281,"about_ca_topic_score_gemma":0.00003345613,"domain_scores_codex":[0.9980983,0.00009402889,0.0004589449,0.0003238962,0.0002235681,0.0008012422],"domain_scores_gemma":[0.9990608,0.00004377968,0.0001120844,0.0003828958,0.00002377608,0.0003767134],"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":[0.0006834573,0.08771211,0.07049713,0.001188011,0.0001924409,0.0003470247,0.02791618,0.001046936,0.0000167675,0.001773189,0.007829699,0.800797],"study_design_scores_gemma":[0.002655278,0.0146327,0.20886,0.0002359403,0.00001065302,0.0005539283,0.002381352,0.0005291988,0.000003492212,0.0004147191,0.7694545,0.0002682481],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570271,0.0004215069,0.0001195947,0.01799849,0.0002639015,0.0007602021,0.000003352889,0.0002277097,0.02317811],"genre_scores_gemma":[0.9919251,0.001222193,0.0004113281,0.003423778,0.0002584436,0.0004643469,0.000009614368,0.0000306959,0.00225453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8005288,"threshold_uncertainty_score":0.9992452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071686579036171,"score_gpt":0.3229835779710878,"score_spread":0.3022667121807261,"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."}}