{"id":"W7127226546","doi":"","title":"Wildfire Smoke and Public Health: Comparing 2023 Canadian Wildfire Events with Hospital Admissions in Douglas County, Nebraska","year":2025,"lang":"","type":"article","venue":"Graduate Medical Education Research Journal","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Asthma; Air quality index; Public health; Air pollution; Health department","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":[0.0005971264,0.0004063522,0.0004007656,0.001644201,0.002904769,0.001221234,0.001775139,0.0007130489,0.002771971],"category_scores_gemma":[0.003097982,0.0003390748,0.0008438986,0.005107631,0.0005899995,0.0004575649,0.001140084,0.001040282,0.0002709104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02869127,"about_ca_system_score_gemma":0.03041104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944209,"about_ca_topic_score_gemma":0.9976898,"domain_scores_codex":[0.9987034,0.00009276342,0.00009968733,0.0001693988,0.0003803322,0.000554482],"domain_scores_gemma":[0.9963207,0.0002703668,0.000821246,0.00008865508,0.001257181,0.001241717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001654741,0.00006950026,0.994863,0.0000308103,0.00006179718,0.00006852632,0.0004012047,0.0001535786,0.00008994533,0.00004452409,0.001801052,0.002250623],"study_design_scores_gemma":[0.000009600074,0.00004334889,0.9964737,0.00002276303,0.00002500676,0.00003022727,0.002420595,0.0001908789,0.00002885593,0.000009062076,0.0007350521,0.00001092046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878088,0.0004077504,0.00006793067,0.0004445743,0.00003468279,0.00006214235,0.008602807,0.0000120739,0.00255916],"genre_scores_gemma":[0.9939407,0.0004058494,0.0001153093,0.000190789,0.00001640704,0.00003460848,0.00451036,0.0000071562,0.0007789281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02869127,"threshold_uncertainty_score":0.2081707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0795859635286305,"score_gpt":0.3847593251887129,"score_spread":0.3051733616600824,"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."}}