{"id":"W2951450304","doi":"10.1097/ncq.0000000000000418","title":"Preventing Catheter-Associated Urinary Tract Infection","year":2019,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Medicine; Quality management; Urinary system; Emergency medicine; Health care; Catheter; Intensive care medicine; Bundle; Infection control; Medical emergency; Operations management; Surgery; Internal medicine; Management system","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":[0.002787578,0.0002317527,0.0002728832,0.0007910218,0.0003323596,0.0004451308,0.0005701092,0.0003275246,0.002944204],"category_scores_gemma":[0.01080151,0.00007071799,0.0002285394,0.0005495245,0.0002463794,0.0003081641,0.0009184342,0.0003975216,0.0002168686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005740309,"about_ca_system_score_gemma":0.00414826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901481,"about_ca_topic_score_gemma":0.001815773,"domain_scores_codex":[0.9971335,0.001228741,0.0002576942,0.0001068611,0.0009889264,0.0002841636],"domain_scores_gemma":[0.9943092,0.0009616283,0.001820792,0.0002319377,0.001084812,0.001591627],"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":[0.0004652806,0.005983972,0.2718489,0.002956535,0.0002327045,0.0001584705,0.00072143,0.001216081,0.002794252,0.0006919239,0.005698508,0.7072319],"study_design_scores_gemma":[0.0005111608,0.01994085,0.9432046,0.003442623,0.0002660132,0.001039955,0.001177231,0.001391756,0.004746847,0.0007970847,0.02345579,0.00002598826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590236,0.01019247,0.005634033,0.004936762,0.0001430375,0.000984607,0.0003244223,0.0001958207,0.01856523],"genre_scores_gemma":[0.9851565,0.003915335,0.009018052,0.0007112811,0.0001167937,0.0002469753,0.0002212469,0.000006827451,0.0006069297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002944204,"threshold_uncertainty_score":0.01474226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04890357160741769,"score_gpt":0.3933310687402627,"score_spread":0.344427497132845,"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."}}