{"id":"W4404056303","doi":"10.1513/annalsats.202405-470oc","title":"Impact of Heat on Respiratory Hospitalizations among Older Adults in 120 Large U.S. Urban Areas","year":2024,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"U.S. Environmental Protection Agency","keywords":"Medicine; Respiratory system; Emergency medicine; MEDLINE; Intensive care medicine; Gerontology; Environmental health; Internal medicine","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":[0.003339713,0.0006212918,0.0009044588,0.001312156,0.0003679414,0.0007967497,0.0005410621,0.0005179556,0.0006976806],"category_scores_gemma":[0.00585616,0.0004305,0.003856732,0.002438547,0.0003266711,0.0005723286,0.001097835,0.000721448,0.00009482379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006002242,"about_ca_system_score_gemma":0.0008113285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0230311,"about_ca_topic_score_gemma":0.03095575,"domain_scores_codex":[0.9974875,0.0011493,0.0004011147,0.0005149235,0.0003415907,0.0001055584],"domain_scores_gemma":[0.9965469,0.001359387,0.001119775,0.000366077,0.0004907523,0.00011709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001178869,0.0001003888,0.9375876,0.00332034,0.03803442,0.00006299408,0.0001592508,0.001201536,0.0002630775,0.0001698297,0.001860953,0.01606073],"study_design_scores_gemma":[0.0002851234,0.0003614979,0.9539197,0.001290184,0.03761113,0.0001142949,0.0002685809,0.001731788,0.0003695779,0.0003676469,0.003643995,0.00003645214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721227,0.1104653,0.002613891,0.0008533159,0.0002934701,0.0001747668,0.0115142,0.0000695078,0.001892792],"genre_scores_gemma":[0.9875336,0.008496416,0.0005975902,0.0003089379,0.0001504806,0.000148402,0.002590536,0.000010327,0.00016373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0230311,"threshold_uncertainty_score":0.04579407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0658543647820624,"score_gpt":0.4059828724286598,"score_spread":0.3401285076465974,"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."}}