{"id":"W4393249522","doi":"10.1111/resp.14716","title":"Letter from Canada: Global warming and wildfire smoke pollution emerging as major threats to respiratory health","year":2024,"lang":"en","type":"letter","venue":"Respirology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Smoke; Environmental health; Global warming; Air pollution; Pollution; Climate change; Environmental science; Environmental protection; Meteorology; Geography; Ecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003195923,0.0004156411,0.000566772,0.00009334716,0.0002811808,0.00004668603,0.0002787113,0.0006047998,0.0007834985],"category_scores_gemma":[0.00005698453,0.0003980155,0.00005858461,0.00025104,0.0001233326,0.00007931338,0.0004640269,0.001013325,0.0004837448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416693,"about_ca_system_score_gemma":0.000407856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8136926,"about_ca_topic_score_gemma":0.7418144,"domain_scores_codex":[0.9965739,0.0002172945,0.0004985147,0.0009887788,0.0004965079,0.001224994],"domain_scores_gemma":[0.9988263,0.00008541401,0.0001816869,0.000466214,0.000005362361,0.0004350503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002946328,0.000004688257,0.005963966,0.00008005193,0.00001836672,0.0007258322,0.0002280025,0.00000537113,0.00004634583,0.000003400522,0.9791151,0.01377941],"study_design_scores_gemma":[0.0001959476,0.0002196063,0.0460102,0.0001452765,0.00003372608,0.00004067878,0.00001884256,0.000007395422,0.000008433043,0.001017283,0.9519878,0.000314782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.193367,0.004214931,0.000003793386,0.7996041,0.00104249,0.0003986478,0.0004140168,0.00005649743,0.000898542],"genre_scores_gemma":[0.01469213,0.0001717941,0.00005222883,0.9811907,0.003364557,0.00003940474,0.0001196749,0.0000557452,0.0003137843],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1815866,"threshold_uncertainty_score":0.9998472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05212859204077813,"score_gpt":0.3282503028949968,"score_spread":0.2761217108542187,"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."}}