{"id":"W6921594760","doi":"10.1021/acsestair.4c00130.s001","title":"Mortality Attributable to Ambient Fine Particulate\\nMatter Exposure in a Changing Canadian Population, 2001 to 2021","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Baseline (sea); Census; Population; Particulates; Population health; Cohort; Excess mortality; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009687716,0.0007089954,0.0005237318,0.002263325,0.00280952,0.001665535,0.001951825,0.000786412,0.002553289],"category_scores_gemma":[0.002735696,0.0003459281,0.001344232,0.004831947,0.0006906202,0.0008256127,0.001185533,0.001290601,0.0005135958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05625523,"about_ca_system_score_gemma":0.06909005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980875,"about_ca_topic_score_gemma":0.998638,"domain_scores_codex":[0.9988481,0.00003586868,0.00006328376,0.0002310272,0.0004000073,0.0004217641],"domain_scores_gemma":[0.9982386,0.00003582233,0.0001986304,0.00005614031,0.001161461,0.0003094187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001605712,0.00005496844,0.9652324,0.000185541,0.0002100723,0.0001307796,0.0006410069,0.001169759,0.0003607087,0.0007290588,0.01534652,0.01577858],"study_design_scores_gemma":[0.00001271922,0.00001885389,0.9925537,0.00007101223,0.00008434125,0.00006759054,0.0005986277,0.0009216891,0.00008842235,0.00008585002,0.005469287,0.00002796303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8488705,0.006059664,0.0009413633,0.005189085,0.0001753074,0.0001801321,0.1229726,0.0002058499,0.0154056],"genre_scores_gemma":[0.952116,0.003152484,0.001042456,0.0009264699,0.00005118485,0.00009100309,0.03839728,0.00002861582,0.004194655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05625523,"threshold_uncertainty_score":0.4081622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08256173963700844,"score_gpt":0.3268006834130476,"score_spread":0.2442389437760391,"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."}}