{"id":"W2162921176","doi":"10.12968/bjon.2001.10.15.5264","title":"Rapid urinalysis assays for the diagnosis of urinary tract infection","year":2001,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Urinalysis; Pyuria; Urine; Medicine; Leukocyte esterase; Urinary system; Bacteriuria; Predictive value; Internal medicine; Urology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002134868,0.0007730158,0.0009508578,0.002038102,0.000340165,0.0005743237,0.0007296521,0.0007686042,0.004924959],"category_scores_gemma":[0.004877531,0.0004143438,0.0004988211,0.0009890967,0.0003046162,0.0003936606,0.0004443007,0.0008803361,0.003430002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867622,"about_ca_system_score_gemma":0.0005015035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006609455,"about_ca_topic_score_gemma":0.001178265,"domain_scores_codex":[0.9965772,0.001323394,0.000250001,0.0002661188,0.001350625,0.0002326985],"domain_scores_gemma":[0.9973634,0.0008710978,0.0004876898,0.000145649,0.0008880301,0.0002441787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003975795,0.001653441,0.259277,0.002125457,0.0003150097,0.002085375,0.0006693854,0.0007613387,0.4988387,0.001203294,0.01504542,0.2140498],"study_design_scores_gemma":[0.0007177661,0.01448929,0.5901558,0.001391252,0.0006154917,0.03054388,0.0006596021,0.01069697,0.2659834,0.001053159,0.08342698,0.0002663789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6987336,0.1049447,0.1328033,0.002123893,0.002235888,0.0038333,0.006234218,0.004318856,0.04477224],"genre_scores_gemma":[0.8308926,0.01603978,0.1302665,0.001241195,0.0005549464,0.001408155,0.005011747,0.0001585471,0.01442654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004924959,"threshold_uncertainty_score":0.01647562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05443394033949916,"score_gpt":0.3314701601994298,"score_spread":0.2770362198599306,"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."}}