{"id":"W2330965877","doi":"10.1017/s0950268816000613","title":"Burden of community-onset bloodstream infections, Western Interior, British Columbia, Canada","year":2016,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta; Royal Inland Hospital; University of Calgary","funders":"","keywords":"Medicine; Incidence (geometry); Epidemiology; Population; Bloodstream infection; Demography; Pediatrics; Bacteremia; Internal medicine; Environmental health; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006930855,0.00009496228,0.0003920564,0.00003367346,0.0003763366,0.000005657339,0.00007420796,0.0002807966,0.0003498755],"category_scores_gemma":[0.0007939247,0.00009574592,0.00005368503,0.00006530785,0.0005125186,0.00007702858,0.00007102808,0.0002959442,0.00002080499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004304522,"about_ca_system_score_gemma":0.00009348941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9643232,"about_ca_topic_score_gemma":0.9789755,"domain_scores_codex":[0.9980088,0.001172682,0.0004055161,0.000151947,0.00001291037,0.0002480925],"domain_scores_gemma":[0.9983804,0.001113236,0.0002139644,0.0002059321,0.0000592116,0.000027308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000013402,0.00004856602,0.9648692,0.00003793211,0.0001350284,0.0000013083,0.00005975514,5.291712e-7,0.004967462,0.00002581934,0.01713273,0.01270829],"study_design_scores_gemma":[0.0007495739,0.0003532238,0.9503605,0.0002298502,0.00005346618,0.0004028013,0.0001079345,3.318096e-7,0.001301938,0.0004729305,0.04582258,0.0001448889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965408,0.001194131,0.0004435628,0.0005098075,0.0007695534,0.00009821394,0.0000608846,0.00003946905,0.0003435594],"genre_scores_gemma":[0.9934104,0.001478133,0.000009958513,0.0003065107,0.00003556568,0.000005803792,0.00003161795,0.000007875818,0.004714111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02868985,"threshold_uncertainty_score":0.3904405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419183063410702,"score_gpt":0.2492786990465205,"score_spread":0.2350868684124135,"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."}}