{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003729577,0.0005354696,0.000413607,0.002535492,0.002644704,0.001853407,0.001164091,0.0004188611,0.003606049],"category_scores_gemma":[0.001607906,0.0003587506,0.0003162764,0.006299085,0.0005970194,0.0004133786,0.0007741861,0.0008239634,0.0004264249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02810037,"about_ca_system_score_gemma":0.04833243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974663,"about_ca_topic_score_gemma":0.9988788,"domain_scores_codex":[0.9992191,0.00005315503,0.00006934561,0.0001035293,0.0003403329,0.0002145773],"domain_scores_gemma":[0.9976541,0.00005516208,0.000285811,0.00003146142,0.00130675,0.0006667096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001464131,0.00009584886,0.9322946,0.0004870128,0.0001540382,0.0005282614,0.0007302608,0.0003700891,0.0006734443,0.000415586,0.0230192,0.04108519],"study_design_scores_gemma":[0.00001224485,0.00002309375,0.9931349,0.0002414838,0.00004197856,0.0002447515,0.001064864,0.0002690873,0.00005837591,0.0000472355,0.004847173,0.00001497513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769295,0.03889997,0.0005391248,0.005955643,0.0002069514,0.00026739,0.04936062,0.000149802,0.02769098],"genre_scores_gemma":[0.9662567,0.01709172,0.0009567287,0.0006839737,0.00004136419,0.00008374807,0.00705218,0.00002873417,0.007804776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02810037,"threshold_uncertainty_score":0.2038834,"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."}}