{"id":"W4312128977","doi":"10.1001/jama.2022.20665","title":"Association Between the 2021 Heat Wave in Portland, Oregon, and Seattle, Washington, and Emergency Department Visits","year":2022,"lang":"en","type":"article","venue":"JAMA","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; Wellcome Trust","keywords":"Medicine; Emergency department; Heat wave; Medical emergency; Health insurance; Gerontology; Family medicine; Health care; Environmental health; Emergency medicine; Nursing; Law","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":[0.0003916456,0.0001982988,0.00014738,0.0007216721,0.0002499112,0.0004933216,0.0002613425,0.0002921063,0.00169161],"category_scores_gemma":[0.002350606,0.0001453703,0.0004547581,0.0009869721,0.0001015669,0.0003797752,0.0003450245,0.0007061159,0.000144688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003927067,"about_ca_system_score_gemma":0.0004041953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03871485,"about_ca_topic_score_gemma":0.07757484,"domain_scores_codex":[0.9997353,0.00004360785,0.00004688453,0.0000545106,0.00006328642,0.00005649349],"domain_scores_gemma":[0.998431,0.0004388598,0.0006769584,0.00008298259,0.0001996861,0.0001704361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004358184,0.00002153252,0.9988703,0.000003376376,0.00004069114,0.00001656902,0.00001592109,0.0000849863,0.00003772107,0.00001826807,0.0002997204,0.0005472109],"study_design_scores_gemma":[0.000004510362,0.00001937343,0.9990206,0.000007834326,0.00001986671,0.00005936123,0.000165244,0.0003132017,0.00004368319,0.00001691259,0.0003264746,0.000002948645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904811,0.0001128414,0.00009729502,0.000176002,0.00001832543,0.00001017664,0.007656921,0.000006522564,0.001440855],"genre_scores_gemma":[0.9916402,0.000149544,0.00009882169,0.00007335516,0.00002779563,0.0000198831,0.007494167,0.00000382697,0.000492351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03871485,"threshold_uncertainty_score":0.07697904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720546615663516,"score_gpt":0.2728529098054404,"score_spread":0.2456474436488053,"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."}}