{"id":"W3043937128","doi":"10.1177/1757177420939242","title":"Effectiveness of a simple intervention for prevention of catheter-associated urinary tract infections on a medical hospital unit","year":2020,"lang":"en","type":"article","venue":"Journal of Infection Prevention","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Grey Nuns Community Hospital; Government of Alberta; University of Alberta","funders":"Alberta Health Services; Covenant Health","keywords":"Medicine; Urinary system; Catheter; Incidence (geometry); Urinary catheterization; Urinary catheter; Infection control; Intervention (counseling); Prospective cohort study; Emergency medicine; Surgery; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001924324,0.0002021533,0.0006148467,0.0005936591,0.00008246018,0.00001337003,0.00008388869,0.0002111564,0.0002456439],"category_scores_gemma":[0.002201395,0.0001924888,0.001127515,0.0006469769,0.00006192429,0.0004399508,0.00004031479,0.0004191351,0.000005349448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002320457,"about_ca_system_score_gemma":0.0001533951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003919876,"about_ca_topic_score_gemma":0.000006644327,"domain_scores_codex":[0.9971701,0.0005622165,0.001275994,0.0002108749,0.0006082025,0.0001726392],"domain_scores_gemma":[0.9967571,0.000400409,0.001687518,0.0001678815,0.0008146006,0.0001724974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.01141999,0.5873532,0.3342957,0.01002971,0.006640475,0.0001070663,0.0009726167,0.003767601,0.01086624,0.002060251,0.001021791,0.03146529],"study_design_scores_gemma":[0.01169297,0.3564637,0.6064255,0.005480356,0.001713593,0.0004049815,0.0001094429,0.001063861,0.01325394,0.002080016,0.001043408,0.0002682373],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925436,0.00005156078,0.07222102,0.0002567421,0.000498112,0.001208693,0.00001125553,0.00004428941,0.0002723226],"genre_scores_gemma":[0.9993706,0.0001037705,0.0001652037,0.00001983363,0.0001156428,0.00006685578,0.00005989238,0.0000315756,0.00006657124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2721298,"threshold_uncertainty_score":0.7849464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782034900245238,"score_gpt":0.3427361542930878,"score_spread":0.3149158052906354,"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."}}