{"id":"W4401589681","doi":"10.2147/ijgm.s469821","title":"Perceived Knowledge, Guidelines Concordance, and Practices of Physicians for Management of Recurrent Urinary Tract Infections in Women","year":2024,"lang":"en","type":"article","venue":"International Journal of General Medicine","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Deanship of Scientific Research, King Saud University; King Saud University","keywords":"Medicine; Concordance; Urinary system; Family medicine; Alternative medicine; Intensive care medicine; Internal medicine; Pathology","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":[0.0006503848,0.000120728,0.0003646683,0.0007490345,0.00001588702,0.000008657901,0.0001194362,0.00003188909,0.00005564926],"category_scores_gemma":[0.0002118656,0.0000945302,0.00009573892,0.000248069,0.0001047024,0.0002107867,0.0000437561,0.0001722247,8.33029e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614589,"about_ca_system_score_gemma":0.00007943226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004286886,"about_ca_topic_score_gemma":0.000006554575,"domain_scores_codex":[0.9984725,0.00003752148,0.0008834741,0.0001412875,0.0003501495,0.0001150369],"domain_scores_gemma":[0.9982515,0.000195661,0.0006086314,0.00009406365,0.0007990788,0.00005108162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006302407,0.03691778,0.03660138,0.005511303,0.009324388,0.002116754,0.008284188,0.00125405,0.02836098,0.01249824,0.04436973,0.8084588],"study_design_scores_gemma":[0.01683596,0.05606975,0.4609695,0.0301054,0.001899953,0.005333308,0.006038839,0.01074521,0.001031425,0.002080701,0.4084222,0.000467765],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795985,0.004966841,0.001149778,0.008650685,0.002025781,0.0003288156,0.00001189725,0.00001111051,0.003256604],"genre_scores_gemma":[0.9879196,0.007079598,0.002984045,0.0001519281,0.001022202,0.00003245899,0.000008046461,0.00001521128,0.0007868974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.807991,"threshold_uncertainty_score":0.385483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05547445119541618,"score_gpt":0.4321570641695237,"score_spread":0.3766826129741075,"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."}}