{"id":"W4398255794","doi":"10.1017/cjn.2024.151","title":"P.044 Ambient air pollution and emergency department presentations for pediatric primary headache and seizure disorders in Calgary, Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Emergency department; Medicine; Air pollution; Criteria air contaminants; Ambulatory; Environmental health; Poisson regression; Air quality index; Migraine; Exacerbation; Pollutant; Emergency medicine; Air pollutants; Pediatrics; Meteorology; Population; Geography; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006038685,0.0003295163,0.0002766372,0.001074776,0.001591396,0.0008974278,0.001497622,0.0004628819,0.01140436],"category_scores_gemma":[0.002616884,0.0002479616,0.0005779435,0.003276273,0.0005608249,0.0003111677,0.0008791449,0.0007029956,0.0005293367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03046058,"about_ca_system_score_gemma":0.05306274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958912,"about_ca_topic_score_gemma":0.9965398,"domain_scores_codex":[0.999184,0.0000570613,0.00005067061,0.0001086942,0.0002505662,0.0003490006],"domain_scores_gemma":[0.9979621,0.0001446768,0.0004120831,0.00004706608,0.0009323378,0.0005016687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005624183,0.00002542548,0.9880131,0.00008019491,0.00005563104,0.0001519849,0.0001648048,0.0002152128,0.00005333199,0.0001364366,0.005848767,0.005198859],"study_design_scores_gemma":[0.00001320492,0.00001701591,0.996582,0.00008378329,0.00002715225,0.00009551777,0.0007951067,0.0003774076,0.00004007392,0.00003620971,0.001926244,0.000006262336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064838,0.005716676,0.0007006356,0.005773905,0.0001886602,0.0003121014,0.06239197,0.00008677769,0.01834554],"genre_scores_gemma":[0.9815652,0.002815282,0.0008709392,0.0006663905,0.00005401829,0.00009486872,0.009571027,0.0000225654,0.004339645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03046058,"threshold_uncertainty_score":0.221008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894373587994974,"score_gpt":0.2862109825283073,"score_spread":0.2572672466483576,"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."}}