{"id":"W2092343471","doi":"10.1086/662714","title":"Methicillin-Resistant <i>Staphylococcus aureus</i> Strain USA300 Is Prevalent among Hospital-Onset Cases in an Urban Canadian Setting","year":2011,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Providence Health Care; St. Paul's Hospital; University of British Columbia","funders":"Provincial Health Services Authority; Providence Health Care; University of Chicago","keywords":"Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Medicine; Strain (injury); Staphylococcal infections; Microbiology; Internal medicine; Biology; Bacteria; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002080519,0.000497413,0.001195668,0.0004854529,0.0002719348,0.0000275906,0.0001515181,0.0006091798,0.0002041279],"category_scores_gemma":[0.002701631,0.0004560435,0.0002597169,0.0003000849,0.0006921531,0.0003122375,0.00004130072,0.0008305162,0.00002095122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436558,"about_ca_system_score_gemma":0.0003746944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.161971,"about_ca_topic_score_gemma":0.1621284,"domain_scores_codex":[0.9958984,0.0007270966,0.001149697,0.0009390651,0.000160816,0.001124886],"domain_scores_gemma":[0.9969518,0.000958949,0.0004502262,0.0005275264,0.0002807794,0.0008306822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002978413,0.0002702448,0.9905193,0.00009959931,0.0001337024,0.0003042747,0.001434124,0.00001466879,0.001631825,0.0005825188,0.002577416,0.002134485],"study_design_scores_gemma":[0.002072337,0.002564515,0.9887767,0.0001855104,0.0001753456,0.00001563289,0.0002672486,0.0004609751,0.000222803,0.0009956721,0.003735888,0.0005273424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913595,0.001302845,0.0004411601,0.003420317,0.0005354944,0.00147254,0.0004844612,0.0001133778,0.0008703038],"genre_scores_gemma":[0.9933692,0.0003036636,0.0005759916,0.005132578,0.0002619913,0.0001503843,0.00005671864,0.00005333187,0.00009620728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002294271,"threshold_uncertainty_score":0.9997891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012678422074376,"score_gpt":0.2944158249871544,"score_spread":0.2642890407664106,"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."}}