{"id":"W2002707580","doi":"10.1383/surg.23.4.134.65327","title":"Urinary tract infection","year":2005,"lang":"en","type":"article","venue":"Surgery (Oxford)","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bishop's University","funders":"","keywords":"Medicine; Urinary system; Urology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003881605,0.0001819917,0.000282768,0.000438139,0.0001272186,0.00002472797,0.00003739209,0.000090747,0.001453546],"category_scores_gemma":[0.00009084963,0.000176436,0.0002597632,0.0003888293,0.0000391934,0.0003702986,0.00003731152,0.0002486186,0.000437773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987995,"about_ca_system_score_gemma":0.00007473601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004075748,"about_ca_topic_score_gemma":0.000007229049,"domain_scores_codex":[0.998764,0.00004304075,0.0003435437,0.0002679599,0.0002438577,0.0003375693],"domain_scores_gemma":[0.9991506,0.000150696,0.0000949261,0.0004008601,0.00005802733,0.0001448419],"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":[0.0001477924,0.009161371,0.8666992,0.0001405522,0.0001383261,0.0003119429,0.00005679774,0.0001066165,0.0001019881,0.0003337844,0.02612311,0.09667856],"study_design_scores_gemma":[0.0002206283,0.0003966692,0.4040923,0.00003857806,0.00006733946,0.0007402956,0.000007773968,0.00007004623,0.000281017,0.00003596165,0.5939244,0.0001249973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087207,0.0001676375,0.0002673298,0.002382281,0.0006312095,0.0003042032,0.000002124824,0.0004054489,0.0871191],"genre_scores_gemma":[0.9896207,0.0004773116,0.0002742212,0.0008061515,0.0007311565,0.00006093346,0.00003119886,0.00003736863,0.007960909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5678013,"threshold_uncertainty_score":0.9994593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684304720512873,"score_gpt":0.2785956288678247,"score_spread":0.251752581662696,"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."}}