{"id":"W2005121457","doi":"10.1371/journal.pone.0057057","title":"Impact of Methicillin Resistant Staphylococcus aureus Contact Isolation Units on Medical Care","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Medicine; Isolation (microbiology); Retrospective cohort study; Infection control; COPD; Internal medicine; Methicillin-resistant Staphylococcus aureus; Emergency medicine; Cohort; Pulmonary disease; Staphylococcus aureus; Pediatrics; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001525648,0.0002672906,0.0002792602,0.0006710207,0.0006996738,0.001080508,0.000588707,0.0004388288,0.004404073],"category_scores_gemma":[0.01271118,0.0001705479,0.0004001763,0.0008048851,0.0006233217,0.0004281842,0.001170459,0.000661363,0.0001761009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221205,"about_ca_system_score_gemma":0.002122206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02648622,"about_ca_topic_score_gemma":0.03133187,"domain_scores_codex":[0.9959009,0.001724999,0.0002943109,0.0003920321,0.0009261236,0.0007615463],"domain_scores_gemma":[0.9843369,0.005415324,0.00553441,0.0004016122,0.001176576,0.003135046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001849178,0.00007025759,0.9957945,0.00002303002,0.00003561198,0.0001504039,0.0001269614,0.00003632399,0.0001117295,0.00002555997,0.0001054112,0.003335207],"study_design_scores_gemma":[0.00000585818,0.0001546043,0.9991429,0.00001676652,0.00001250253,0.0001979505,0.0002932468,0.00006020613,0.00003177382,0.000006433327,0.00007574967,0.000001963731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986786,0.0003930802,0.0000290309,0.0001200042,0.000008842052,0.00001088322,0.00007492334,0.000002251739,0.0006824139],"genre_scores_gemma":[0.999761,0.00007294094,0.00002768,0.00003401677,0.00001068199,0.000004002492,0.00004002498,9.999658e-7,0.00004858062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02648622,"threshold_uncertainty_score":0.0526641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06956979420858743,"score_gpt":0.3294899941877276,"score_spread":0.2599201999791402,"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."}}