{"id":"W2133808945","doi":"10.1017/s0950268807007923","title":"Influenza-attributable deaths, Canada 1990–1999","year":2007,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Public Health Agency of Canada","funders":"","keywords":"Medicine; Poisson regression; Mortality rate; Demography; Epidemiology; Attributable risk; Cause of death; Environmental health; Population; Internal medicine; Disease","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":[0.002872314,0.0001344936,0.0004338246,0.0001134647,0.0002827427,0.000002622031,0.00002586486,0.0001671911,0.00009248219],"category_scores_gemma":[0.005739421,0.000109008,0.00004470034,0.0001740961,0.0001630038,0.00005923452,0.00005382823,0.0003958217,0.00002822481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002576989,"about_ca_system_score_gemma":0.0002045281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5212925,"about_ca_topic_score_gemma":0.2799061,"domain_scores_codex":[0.9985313,0.0001623353,0.000396549,0.0002442178,0.0001041682,0.0005613884],"domain_scores_gemma":[0.998316,0.001113437,0.0000879931,0.0001615124,0.0001246733,0.0001963243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001698831,0.00002171971,0.9700481,0.00004761429,0.00008599697,0.00001647054,0.00002798341,0.00002695461,0.0002536225,0.001024488,0.02147528,0.006801873],"study_design_scores_gemma":[0.000468436,0.0001554248,0.681275,0.00001833473,0.00002671426,0.00006030759,0.00001359109,0.00005256687,0.0005520111,0.0003576533,0.3169472,0.00007278568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828801,0.004946236,0.0009809859,0.001199618,0.00031903,0.0002586833,0.000006555183,0.00006624898,0.00934261],"genre_scores_gemma":[0.9869344,0.0009278705,0.0003615368,0.0108317,0.0003465386,0.00001846119,0.00001444213,0.00001185325,0.0005532018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2954719,"threshold_uncertainty_score":0.7332337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086512497143089,"score_gpt":0.4062425905011317,"score_spread":0.2975913407868227,"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."}}