{"id":"W4223583104","doi":"10.5489/cuaj.7677","title":"Accuracy of molecular diagnostic techniques in patients with a confirmed urine culture: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Canadian Urological Association Journal","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diagnostic odds ratio; Meta-analysis; Medicine; Confidence interval; Likelihood ratios in diagnostic testing; Odds ratio; Internal medicine; Cochrane Library; MEDLINE; Gold standard (test); Urinary system; Multiplex; Bioinformatics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0211603,0.002724526,0.02152671,0.01014145,0.0006452556,0.004072864,0.002552228,0.002412177,0.002485765],"category_scores_gemma":[0.05900916,0.0018111,0.03777536,0.01059937,0.0009128376,0.002270689,0.001494619,0.001625407,0.0002600771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00307484,"about_ca_system_score_gemma":0.003786384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006606443,"about_ca_topic_score_gemma":0.01179663,"domain_scores_codex":[0.9819469,0.008372561,0.005081652,0.001932172,0.002245842,0.0004207965],"domain_scores_gemma":[0.9448648,0.04308532,0.007908045,0.001199068,0.002622461,0.0003204368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001663334,0.00002202525,0.009606038,0.4428335,0.5326476,0.0001189724,0.00008007768,0.0005345678,0.0001894504,0.0001064416,0.0004547084,0.01174325],"study_design_scores_gemma":[0.0003693186,0.0001746971,0.006235747,0.04112265,0.9501605,0.0001327034,0.0000391119,0.0002293789,0.0001229446,0.0001577882,0.00123012,0.00002494729],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003131904,0.9957221,0.0003254798,0.000144066,0.00008290895,0.0001206284,0.0003430734,0.00001332927,0.0001165697],"genre_scores_gemma":[0.1497442,0.8451349,0.002213968,0.0007088144,0.000317568,0.0008430373,0.0008511082,0.00002984816,0.0001565617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02152671,"threshold_uncertainty_score":0.1119077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735685244902218,"score_gpt":0.2873406106095185,"score_spread":0.2599837581604963,"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."}}