{"id":"W4401734522","doi":"10.1021/acsestair.4c00130","title":"Mortality Attributable to Ambient Fine Particulate Matter Exposure in a Changing Canadian Population, 2001 to 2021","year":2024,"lang":"en","type":"article","venue":"ACS ES&T Air","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada","keywords":"Particulates; Population; Environmental science; Environmental health; Medicine; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006656218,0.0006258374,0.0005208967,0.002173082,0.002075807,0.001170156,0.001624595,0.0006884791,0.002638454],"category_scores_gemma":[0.002065685,0.000277358,0.001094215,0.004416709,0.0004953393,0.0005524576,0.0007831872,0.00102135,0.0005001959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04774859,"about_ca_system_score_gemma":0.0459815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974691,"about_ca_topic_score_gemma":0.9977232,"domain_scores_codex":[0.9991446,0.00002315099,0.0000434458,0.0001312931,0.0003885414,0.0002689854],"domain_scores_gemma":[0.9986103,0.00002582161,0.0001286005,0.00003054501,0.001020812,0.0001839761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003267783,0.00005929039,0.9345818,0.0003636697,0.0003134091,0.0002855854,0.0006950207,0.001994615,0.0008231236,0.0006083722,0.02976062,0.03018777],"study_design_scores_gemma":[0.00001398643,0.00002276216,0.9923282,0.00006692296,0.00008735219,0.0001040499,0.0004942994,0.0009240993,0.0001110889,0.00006341324,0.005753694,0.00003000347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8061534,0.00676435,0.0007407929,0.003791979,0.00017533,0.0001728295,0.1656252,0.0002156526,0.01636048],"genre_scores_gemma":[0.9481578,0.003736563,0.0009335659,0.0006343543,0.0000493871,0.00008077464,0.04171392,0.00002386697,0.004669842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04774859,"threshold_uncertainty_score":0.3464419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03790386729049754,"score_gpt":0.3085057148027428,"score_spread":0.2706018475122453,"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."}}