{"id":"W2888794517","doi":"10.1017/ice.2018.185","title":"A ten-year review of healthcare-associated bloodstream infections from forty hospitals in Québec, Canada","year":2018,"lang":"en","type":"review","venue":"Infection Control and Hospital Epidemiology","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Sherbrooke; Centre hospitalier universitaire de Québec; Institut National de Santé Publique du Québec; Hôtel-Dieu de Québec; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Centre Intégré de Santé et de Services Sociaux du Bas-Saint-Laurent; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Bloodstream infection; Epidemiology; Poisson regression; Pediatrics; Retrospective cohort study; Health care; Emergency medicine; Internal medicine; Population; Environmental health","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001644119,0.0006542942,0.005933419,0.000380863,0.0001405219,0.000006950745,0.0001189659,0.0009315121,0.0001521254],"category_scores_gemma":[0.01198495,0.0005394085,0.0007983487,0.0006788369,0.0003619443,0.00009265738,0.00008464893,0.001156298,0.0000214582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364697,"about_ca_system_score_gemma":0.003272233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9653637,"about_ca_topic_score_gemma":0.8907496,"domain_scores_codex":[0.9942077,0.001472634,0.002698347,0.0008243301,0.0001842931,0.0006126579],"domain_scores_gemma":[0.992869,0.00385757,0.001870564,0.0006120935,0.000478129,0.0003126166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003372828,0.001000805,0.6207607,0.04855286,0.00261132,0.00003484117,0.00002610706,0.000001263307,3.508658e-7,0.0003601723,0.06345171,0.2631662],"study_design_scores_gemma":[0.00177223,0.001882141,0.03975217,0.0668244,0.002517074,0.00008719582,0.00000515485,0.000005426953,4.326806e-7,0.0003021995,0.8863092,0.0005423934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001761389,0.9891858,0.00004498858,0.003552247,0.001631934,0.002873249,0.0005189099,0.00009487434,0.000336584],"genre_scores_gemma":[0.002939643,0.9929329,0.00005683476,0.002335827,0.0005481326,0.00068972,0.0003844284,0.00006728973,0.0000452495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8228575,"threshold_uncertainty_score":0.9997057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930248849483359,"score_gpt":0.3521734851915656,"score_spread":0.322870996696732,"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."}}