{"id":"W4241822222","doi":"10.1017/ice.2015.297","title":"Catheter Matters","year":2016,"lang":"en","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Catheter; Medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006276587,0.0004144924,0.001092474,0.0003723827,0.0001194413,0.00001351978,0.00005955374,0.000948689,0.0003773446],"category_scores_gemma":[0.0004035195,0.0002963089,0.0003679642,0.00006884907,0.000276539,0.0001105133,0.00005418886,0.001250807,0.0005775689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695304,"about_ca_system_score_gemma":0.0000351533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004258712,"about_ca_topic_score_gemma":0.000005674498,"domain_scores_codex":[0.9976338,0.0003682815,0.0006296041,0.0006498458,0.000109219,0.0006092649],"domain_scores_gemma":[0.9978083,0.001153637,0.0003649213,0.0004549311,0.0001005155,0.0001177439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004104707,0.000167474,0.04117969,0.0001613846,0.0005423202,0.0001668854,0.000009935095,0.000001333613,0.000005943436,0.0001638481,0.949667,0.007893167],"study_design_scores_gemma":[0.001628141,0.003499378,0.04243593,0.0001082956,0.0004690265,0.0003957091,7.833013e-7,0.00003150466,0.000001036099,0.001264948,0.9498481,0.000317207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001891094,0.0004660324,0.005563618,0.9850267,0.002214767,0.0008378292,0.0000360297,0.0002403466,0.003723598],"genre_scores_gemma":[0.01634228,0.0006987694,0.0001028768,0.968932,0.007158145,0.0002863366,0.00008839929,0.00006523162,0.006325948],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01609468,"threshold_uncertainty_score":0.9999489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912122986601298,"score_gpt":0.2860965321197805,"score_spread":0.2669753022537675,"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."}}