{"id":"W2232017155","doi":"10.1007/1-84628-238-1_16","title":"Urinary Tract Infections in the Non-pregnant Woman","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Urinary system; Medicine; Specialty; Intensive care medicine; Pediatrics; Internal medicine; Family 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":[0.0001856871,0.0004301893,0.0003491988,0.0003543712,0.0005027683,0.000902989,0.0003850436,0.001049899,0.01309188],"category_scores_gemma":[0.000557186,0.000199039,0.0002295614,0.0003056017,0.0003072936,0.0006425646,0.0007155648,0.001723153,0.003540607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004222586,"about_ca_system_score_gemma":0.001271428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666014,"about_ca_topic_score_gemma":0.007894419,"domain_scores_codex":[0.9999055,0.00002917721,0.000005591711,0.000008068861,0.00003892059,0.00001269912],"domain_scores_gemma":[0.9999102,0.00004784507,0.000007240617,0.00000347886,0.00001305945,0.00001808519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001663245,0.0001914438,0.0008551788,0.0004930405,0.00000702787,0.002882944,0.001283614,0.0002826933,0.0007631839,0.03344079,0.5806915,0.3790919],"study_design_scores_gemma":[0.000003255891,0.00004505649,0.001703103,0.0009545866,0.00000490917,0.006503839,0.0004068254,0.00009292573,0.0001753744,0.005847669,0.9842539,0.00000862724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00395784,0.2791707,0.002746204,0.01868904,0.009406087,0.0001039943,0.0001645249,0.0001443784,0.6856172],"genre_scores_gemma":[0.02139794,0.2699489,0.006358878,0.01560956,0.00381955,0.0001222975,0.0001907754,0.00008520939,0.6824669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01309188,"threshold_uncertainty_score":0.04379666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0395551561994682,"score_gpt":0.3017538599491273,"score_spread":0.2621987037496591,"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."}}