{"id":"W4283265522","doi":"10.1164/rccm.202204-0657oc","title":"The Effects of Coexposure to Extremes of Heat and Particulate Air Pollution on Mortality in California: Implications for Climate Change","year":2022,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; National Science Foundation","keywords":"Medicine; Confidence interval; Extreme heat; Particulates; Environmental health; Demography; Climate change; Internal medicine; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001160066,0.0002419801,0.0002476039,0.0004390278,0.0004486069,0.0005788112,0.0004353437,0.0003075949,0.0008718029],"category_scores_gemma":[0.002551547,0.0001768512,0.0006625039,0.0004978319,0.0003080754,0.0002192779,0.0005605446,0.0004743012,0.00005127539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007276363,"about_ca_system_score_gemma":0.0006040544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08279385,"about_ca_topic_score_gemma":0.09351226,"domain_scores_codex":[0.9991649,0.0002367967,0.00004843063,0.000319107,0.0001320146,0.00009868858],"domain_scores_gemma":[0.9976088,0.0005926392,0.0008126841,0.0002038427,0.0004153984,0.0003666208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002161232,0.00005357727,0.9953325,0.00003640092,0.000249318,0.00002861267,0.00007404106,0.0004226634,0.0002028163,0.00005694944,0.0004627968,0.002864253],"study_design_scores_gemma":[0.000006059708,0.00002964113,0.9994855,0.000009345837,0.00004897709,0.00001170221,0.00004707135,0.0001776402,0.00003197156,0.00002834296,0.0001214375,0.000002301787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970843,0.0008454307,0.0001636721,0.0002252557,0.0000195564,0.000008497867,0.0008957631,0.000007870103,0.0007495456],"genre_scores_gemma":[0.998907,0.0002516271,0.0001244296,0.00004593361,0.00002581056,0.000008674932,0.0005050231,0.00000175396,0.0001298388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08279385,"threshold_uncertainty_score":0.1646239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05300188879789833,"score_gpt":0.365095538734681,"score_spread":0.3120936499367827,"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."}}