{"id":"W1997278552","doi":"10.1006/enrs.2001.4243","title":"The Association between Daily Mortality and Ambient Air Particle Pollution in Montreal, Quebec","year":2001,"lang":"en","type":"article","venue":"Environmental Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Environment and Climate Change Canada; McGill University; Health Canada; Royal Victoria Hospital","funders":"Health Effects Institute","keywords":"Interquartile range; Haze; Air pollution; Environmental science; Particulates; Atmospheric sciences; Sulfate; Mass concentration (chemistry); Particulate pollution; Pollution; Pollutant; Meteorology; Geography; Chemistry; Medicine; Biology; Ecology; Surgery","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":[0.003549596,0.00009217094,0.0001081167,0.00002420927,0.0006072351,0.00004830481,0.000164165,0.00009086843,0.0003434123],"category_scores_gemma":[0.0001879697,0.00007426984,0.0000233014,0.0002208545,0.0003831947,0.0002776967,0.0002734851,0.0003618388,0.0006885031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183482,"about_ca_system_score_gemma":0.00001517403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05370133,"about_ca_topic_score_gemma":0.118524,"domain_scores_codex":[0.9971698,0.0005829699,0.0002639305,0.0002866245,0.0009829531,0.0007137061],"domain_scores_gemma":[0.9990925,0.0003610046,0.00006094179,0.0002419552,0.000001789245,0.0002418662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002694716,0.0000937583,0.953418,0.000002187855,0.000005764372,0.000004679292,0.0006108564,0.00005908441,0.0004741204,0.00002880806,0.00117438,0.04410139],"study_design_scores_gemma":[0.0003264186,0.00007960306,0.9803581,0.000004998448,0.000003507428,7.877474e-7,0.0005555715,0.0003638281,0.000391871,0.001319428,0.01651836,0.0000775002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890263,0.0001241948,0.00001351871,0.0088543,0.00002265668,0.0003380728,0.0000112061,0.00001099192,0.00159876],"genre_scores_gemma":[0.9945123,0.000882096,0.00001183242,0.0003826214,0.00004810488,0.00003164469,0.000007496538,0.000007925915,0.004115934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06482262,"threshold_uncertainty_score":0.9526001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0959876380925365,"score_gpt":0.3824101127202394,"score_spread":0.2864224746277029,"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."}}