{"id":"W4415791936","doi":"10.1161/circ.152.suppl_3.4368793","title":"Abstract 4368793: Economic Consequences of Increased Cardiopulmonary Clinical Encounters due to Distant Canadian Wildfire Smoke Exposure","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Heme Oxygenase-1 and Carbon Monoxide","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Medical costs; Smoke; Disease; Health care; Air quality index; Hazard ratio; Risk assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001999606,0.0007547663,0.0004510092,0.0009112439,0.001116258,0.001615784,0.001632565,0.0006948565,0.00520211],"category_scores_gemma":[0.009492503,0.0003718208,0.001503018,0.001402947,0.0007371201,0.0005412641,0.0008289211,0.00134184,0.0002594604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02630053,"about_ca_system_score_gemma":0.02570019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9593307,"about_ca_topic_score_gemma":0.9509775,"domain_scores_codex":[0.9986761,0.000251391,0.00005752271,0.0002016273,0.000467604,0.0003456887],"domain_scores_gemma":[0.9967134,0.00135191,0.0006997708,0.0001481251,0.0008366351,0.0002502505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005548318,0.0002544243,0.5963634,0.0003604272,0.001060933,0.0004710794,0.0002580522,0.3593907,0.000611955,0.006516427,0.01621116,0.01794668],"study_design_scores_gemma":[0.0001611091,0.0002532007,0.5072894,0.0002989098,0.0006126277,0.0002274284,0.0008318719,0.4760242,0.0007978989,0.002622315,0.01072911,0.0001519034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395282,0.0008174555,0.007968152,0.002581481,0.0001013846,0.0003217062,0.03470478,0.0002011643,0.0137757],"genre_scores_gemma":[0.9881377,0.000352052,0.002047571,0.0002969972,0.00002535628,0.00006975354,0.00713378,0.00002168808,0.001915282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04066932,"threshold_uncertainty_score":0.1908246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386383670796146,"score_gpt":0.2756562836078557,"score_spread":0.2617924468998942,"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."}}