{"id":"W3033463678","doi":"10.1136/bmjopen-2019-033424","title":"Point-of-care tests for urinary tract infections: protocol for a systematic review and meta-analysis of diagnostic test accuracy","year":2020,"lang":"en","type":"review","venue":"BMJ Open","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Protocol (science); Meta-analysis; Data extraction; Point-of-care testing; Guideline; Systematic review; Point of care; Cochrane Library; MEDLINE; Test (biology); Intensive care medicine; Medical physics; Pathology; Alternative 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001615444,0.0005825452,0.012362,0.0005968997,0.00009042956,0.00006434173,0.0004825516,0.0001550454,0.0002137202],"category_scores_gemma":[0.04175416,0.0003887416,0.003729408,0.001502131,0.00004835934,0.0002516677,0.0003943135,0.0002071279,0.00001130408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137939,"about_ca_system_score_gemma":0.0004973968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002327229,"about_ca_topic_score_gemma":0.000008818201,"domain_scores_codex":[0.9957771,0.000362875,0.002720766,0.0006237989,0.0002954685,0.0002200046],"domain_scores_gemma":[0.9762335,0.01862508,0.003130346,0.001341765,0.0005319417,0.0001374017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002285796,0.003155403,0.00001018578,0.9031856,0.09027537,0.00001938719,0.00002525807,7.140621e-7,1.059151e-8,0.00005223784,0.0009086255,0.002344319],"study_design_scores_gemma":[0.0004553407,0.005206636,0.000006934973,0.1792611,0.5749806,0.0001622819,0.00001621123,0.000005013686,1.36876e-7,0.000006901742,0.2396926,0.0002062668],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[1.144888e-8,0.487803,0.0001017225,0.000204472,0.000008066075,0.5111979,0.0004200632,0.00001938668,0.0002453335],"genre_scores_gemma":[0.000001011726,0.3678605,0.0009970873,0.0001234727,0.0000215586,0.6304657,0.0002128923,0.00005327535,0.0002644742],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7239246,"threshold_uncertainty_score":0.9998565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2998764662427525,"score_gpt":0.5399252136127782,"score_spread":0.2400487473700257,"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."}}