{"id":"W2904079402","doi":"10.2196/12272","title":"Determining Best Practices for Management of Bacteriuria in Spinal Cord Injury: Protocol for a Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Research and Development; National Institute on Minority Health and Health Disparities; Health Services Research and Development; U.S. Department of Veterans Affairs; U.S. Department of Health and Human Services","keywords":"Spinal cord injury; Bacteriuria; Protocol (science); Medicine; Spinal cord; Urine; Alternative medicine; Psychiatry; Internal medicine; Pathology","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":[0.06686352,0.004176055,0.005297322,0.003841131,0.00608463,0.004920183,0.00485857,0.004887267,0.07553167],"category_scores_gemma":[0.05979607,0.003972195,0.006493143,0.004465207,0.002718522,0.004085003,0.003499585,0.008828688,0.01326223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01074907,"about_ca_system_score_gemma":0.03730495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007230245,"about_ca_topic_score_gemma":0.01352311,"domain_scores_codex":[0.9697214,0.01759791,0.005779125,0.002133134,0.002696206,0.002072148],"domain_scores_gemma":[0.9609202,0.01253146,0.005472025,0.005317322,0.01327025,0.002488735],"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":[0.1442651,0.07713626,0.01162975,0.1536891,0.003313809,0.002757947,0.03453888,0.01353303,0.006022356,0.03436468,0.172905,0.3458441],"study_design_scores_gemma":[0.3278938,0.04668472,0.04132244,0.07981155,0.002424656,0.0006093199,0.02422166,0.01387131,0.007352391,0.02902833,0.4254557,0.001324146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005676764,0.00004022633,0.000916387,0.00008457674,0.00005917356,0.9974599,0.0005516676,0.00002030091,0.0003000865],"genre_scores_gemma":[0.0002374126,0.00002666606,0.001314957,0.00003836932,0.000004845133,0.9982542,0.00005444495,0.000001364159,0.0000676771],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07553167,"threshold_uncertainty_score":0.3536123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5308180702903117,"score_gpt":0.7079303758202654,"score_spread":0.1771123055299537,"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."}}