{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004670759,0.0003531944,0.0004619699,0.001224078,0.0008580826,0.001024547,0.0003333804,0.0005014323,0.06859907],"category_scores_gemma":[0.002974093,0.0001075539,0.0003876466,0.001247961,0.0003120459,0.000418274,0.0009193916,0.00071581,0.007880595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006322869,"about_ca_system_score_gemma":0.001614154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002963337,"about_ca_topic_score_gemma":0.005140921,"domain_scores_codex":[0.9989421,0.0002369155,0.0001356321,0.00008898137,0.0003576686,0.0002386339],"domain_scores_gemma":[0.9987379,0.0001533911,0.0002786498,0.00008502789,0.0003708355,0.0003742076],"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":[0.0002836551,0.000467951,0.1776635,0.001834947,0.00008987871,0.006883888,0.0006669608,0.0001114407,0.002029415,0.004500702,0.243556,0.5619117],"study_design_scores_gemma":[0.00004619468,0.0005776261,0.2176473,0.002243208,0.00008171958,0.02912981,0.0009121273,0.0001149396,0.0008485315,0.001037028,0.7473281,0.00003344355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07457706,0.04557108,0.001383698,0.009600046,0.004312603,0.0005255527,0.004321891,0.0003188575,0.8593892],"genre_scores_gemma":[0.6532312,0.03719899,0.003811539,0.01195799,0.003202443,0.0002674373,0.00648283,0.00008992993,0.2837576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06859907,"threshold_uncertainty_score":0.2294868,"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."}}