{"id":"W3138925946","doi":"10.1017/ice.2021.52","title":"Antimicrobial efficacy and durability of copper formulations over one year of hospital use","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; BC Children's Hospital; CARE Canada; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Bioburden; Copper; Medicine; Antimicrobial; Infection control; Materials science; Metallurgy; Surgery; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005841128,0.0001548789,0.0008949438,0.0001073357,0.00008487338,0.000006190467,0.00001928859,0.0002694349,0.00006371838],"category_scores_gemma":[0.006538049,0.0001454547,0.0001525295,0.0001421426,0.0003314902,0.0001673911,0.00003842309,0.0002550427,0.000002581906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000444403,"about_ca_system_score_gemma":0.0001055733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217199,"about_ca_topic_score_gemma":0.00009963628,"domain_scores_codex":[0.9982358,0.0003176098,0.0007787083,0.0003426307,0.00008085983,0.000244393],"domain_scores_gemma":[0.9967272,0.001880716,0.0003336589,0.0002500119,0.000673998,0.0001344273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002533823,0.0004907097,0.986962,0.000197992,0.0001850082,0.000002422689,0.0001057868,0.00004412524,0.003765672,0.005195457,0.0002297073,0.002567749],"study_design_scores_gemma":[0.005387229,0.00136706,0.9905635,0.00007753097,0.0001763157,0.00002661115,0.00001075668,0.0006713234,0.0003646741,0.0005609482,0.0006710189,0.0001230151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910331,0.0003851424,0.001730602,0.005432926,0.0005839285,0.0006037037,0.00006849076,0.00003833286,0.0001237959],"genre_scores_gemma":[0.9980552,0.0003979268,0.0006096376,0.0006603409,0.0001875084,0.00001718112,0.00002902601,0.00001402633,0.00002914473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00702213,"threshold_uncertainty_score":0.7827128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318642668428654,"score_gpt":0.3245853854039918,"score_spread":0.2913989587197053,"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."}}