{"id":"W6923155071","doi":"10.14288/1.0398470","title":"Antimicrobial efficacy and durability of copper formulations over one year of hospital use","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioburden; Antimicrobial; Infection control; Copper; Clinical trial; Durability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001876401,0.0006650146,0.001377453,0.0003377697,0.0003450538,0.0006011712,0.0006274619,0.0009000997,0.00126649],"category_scores_gemma":[0.003467089,0.0002899687,0.0006720379,0.0003239129,0.0004373158,0.0004646309,0.0003049233,0.0007821349,0.0001488534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006370413,"about_ca_system_score_gemma":0.0006975018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048218,"about_ca_topic_score_gemma":0.001635936,"domain_scores_codex":[0.9985905,0.0005007496,0.000159658,0.0002458305,0.0002903118,0.0002128675],"domain_scores_gemma":[0.9971615,0.0005713168,0.001318087,0.000136185,0.0003258093,0.0004871328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.7328541,0.07300209,0.04018728,0.002017381,0.001276087,0.0001435444,0.0005766606,0.0005447953,0.03879453,0.00004978924,0.0004229306,0.1101308],"study_design_scores_gemma":[0.01706033,0.9009718,0.06920351,0.00006072512,0.0005622763,0.00008499095,0.0001553284,0.0003325603,0.0110875,0.00002029967,0.0004350084,0.0000256573],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992039,0.0004857501,0.00003850514,0.00001359957,0.000009354366,0.0001386297,0.00002771761,0.000003912849,0.00007856337],"genre_scores_gemma":[0.9986748,0.0004041052,0.0003092951,0.00004400142,0.00003237852,0.0002204523,0.00005911198,0.000002057624,0.0002537606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001876401,"threshold_uncertainty_score":0.009923458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342945814573582,"score_gpt":0.3179010133660699,"score_spread":0.284471555220334,"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."}}