{"id":"W4388850659","doi":"10.1111/resp.14624","title":"Adaptation in real time: Wildfire smoke exposure and respiratory health","year":2023,"lang":"en","type":"article","venue":"Respirology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"National Institutes of Health; Michael Smith Health Research BC; National Institute of Environmental Health Sciences; Canadian Institutes of Health Research; WorkSafeBC; University of Washington","keywords":"Medicine; Particulates; Environmental health; Smoke; Asthma; Air quality index; Air pollution; Ecology; Meteorology; Internal medicine; Biology","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":[0.001333356,0.0003926324,0.0003781835,0.0004948452,0.0005640556,0.002449863,0.0006019702,0.001344969,0.01182315],"category_scores_gemma":[0.005516576,0.0002518717,0.0004848454,0.0008187653,0.0006495868,0.001441296,0.002003033,0.001446979,0.0017647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007423904,"about_ca_system_score_gemma":0.0007005759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00867064,"about_ca_topic_score_gemma":0.008690553,"domain_scores_codex":[0.9988003,0.0005770028,0.00004625772,0.0002603852,0.0001595382,0.0001564104],"domain_scores_gemma":[0.9982232,0.0004907935,0.0004778923,0.000153966,0.0002394555,0.0004147261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006459708,0.001060807,0.7291699,0.0008458142,0.0008082686,0.0007777284,0.003023514,0.002567494,0.002132483,0.007957094,0.03643155,0.2145795],"study_design_scores_gemma":[0.00002072603,0.0003292766,0.9428673,0.0006632943,0.0001538206,0.0008738522,0.003193053,0.002225463,0.0003060996,0.01535008,0.03393263,0.00008448357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7818089,0.05558807,0.01251154,0.05701553,0.003205715,0.0003001269,0.007541802,0.0005373705,0.08149094],"genre_scores_gemma":[0.9735652,0.00930546,0.002317518,0.005592948,0.001405396,0.0001133012,0.001807302,0.0000656448,0.005827286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182315,"threshold_uncertainty_score":0.03955239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046213300124995,"score_gpt":0.2641818341132641,"score_spread":0.2437197011120141,"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."}}