{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003138085,0.0001701148,0.000523434,0.000213997,0.00007160105,0.00001090888,0.00008464207,0.0002609874,0.001694403],"category_scores_gemma":[0.002890803,0.0001316227,0.0001106326,0.0003443783,0.00004820502,0.00007268904,0.00002008539,0.0005966272,0.0001231982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004059744,"about_ca_system_score_gemma":0.000710848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024713,"about_ca_topic_score_gemma":0.0002121885,"domain_scores_codex":[0.99779,0.0002127354,0.0004835335,0.0002321719,0.0009958167,0.0002857157],"domain_scores_gemma":[0.996408,0.000457056,0.0001826224,0.0004206442,0.002197158,0.0003345071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002772089,0.003008043,0.3110451,0.002383191,0.002208929,0.0000749999,0.003863886,0.0000391604,0.664344,0.001345981,0.0015601,0.007354449],"study_design_scores_gemma":[0.006398031,0.01237026,0.9289239,0.003316944,0.0005596244,0.000003005844,0.0008885379,0.004975815,0.04179665,0.0001931775,0.000170292,0.0004037449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933748,0.0006122489,0.00006142635,0.002110067,0.00006622083,0.001202023,0.00004987755,0.00008986064,0.002433463],"genre_scores_gemma":[0.9986179,0.00008814297,0.0002482491,0.0005045424,0.0002667992,0.00007503584,0.00007089919,0.00003066103,0.00009779044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6225474,"threshold_uncertainty_score":0.9992182,"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."}}