{"id":"W1598596897","doi":"10.1155/2007/450489","title":"Comparison of Canadian Versus American Emergency Department Visits for Acute Asthma","year":2007,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sudbury Regional Hospital; University of Alberta Hospital; University of Alberta","funders":"China Academy of Engineering Physics; Canada Research Chairs; Canadian Association of Emergency Physicians; Wellcome Trust","keywords":"Medicine; Emergency department; Asthma; Anticholinergic; Inhaled corticosteroids; Prospective cohort study; Internal medicine; Corticosteroid; Emergency medicine; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005010845,0.0002462227,0.0005369066,0.001827947,0.0004477655,0.00002350773,0.0002154853,0.0001212823,0.000469021],"category_scores_gemma":[0.0001569578,0.0002319782,0.0003081926,0.0007592008,0.0001323203,0.00008846546,0.00001031393,0.0003313514,0.0000288128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009041115,"about_ca_system_score_gemma":0.004888132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05160274,"about_ca_topic_score_gemma":0.8794558,"domain_scores_codex":[0.9975842,0.00005178258,0.0007625134,0.0002589585,0.0003589074,0.0009836399],"domain_scores_gemma":[0.9942373,0.00004919203,0.0003392002,0.0003001987,0.0004720068,0.004602103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002757377,0.000252703,0.5665336,0.00009882598,0.00124074,0.002419552,0.000582198,0.00005864802,0.003664975,0.0008222393,0.1364818,0.2850874],"study_design_scores_gemma":[0.001793392,0.002069006,0.2205175,0.00004271983,0.0002250995,0.00006467583,0.0007907282,0.00001489136,0.001768735,0.000009886844,0.7724613,0.0002421002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903229,0.00256896,0.0002909823,0.0005315333,0.001278854,0.000531235,0.0002725137,0.00001742399,0.004185525],"genre_scores_gemma":[0.9970494,0.00004277753,0.0005157124,0.001355348,0.0007826267,0.00001129652,0.00002576422,0.00005016691,0.0001669095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.827853,"threshold_uncertainty_score":0.9547127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03979769072580076,"score_gpt":0.3591950194015392,"score_spread":0.3193973286757384,"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."}}