{"id":"W342433348","doi":"10.1155/2010/178549","title":"Admissions to Canadian Hospitals for Acute Asthma: A Prospective, Multicentre Study","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Alberta; Queen Elizabeth II Health Sciences Centre; Chinook Regional Hospital; St. Paul's Hospital; Vancouver General Hospital","funders":"China Academy of Engineering Physics; University of Alberta; Canadian Association of Emergency Physicians","keywords":"Medicine; Asthma; Emergency department; Ipratropium bromide; Prospective cohort study; Triage; Hospital admission; Emergency medicine; Pediatrics; Bronchodilator; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152861,0.0007929225,0.0007200179,0.001478536,0.003987506,0.001724902,0.001628437,0.001065193,0.002431632],"category_scores_gemma":[0.002992301,0.0007854197,0.0008742469,0.004547685,0.0009244793,0.0006972794,0.001463267,0.001349891,0.00037531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01633635,"about_ca_system_score_gemma":0.01760187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9323373,"about_ca_topic_score_gemma":0.9515384,"domain_scores_codex":[0.9981337,0.0001650526,0.0001184386,0.0003271294,0.0006804434,0.0005751991],"domain_scores_gemma":[0.9969999,0.0002021087,0.0008487325,0.0001163701,0.000992283,0.0008405109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000923434,0.00006183469,0.9978697,0.00002977093,0.00004315473,0.00008929154,0.0003704209,0.00002311929,0.00006328151,0.00002309514,0.0005728384,0.0007610928],"study_design_scores_gemma":[0.00001841166,0.00005090773,0.9987385,0.00001859199,0.0000182431,0.00008586006,0.0006478116,0.00008009482,0.00001222633,0.000006124872,0.000314307,0.000008938542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955248,0.0003295001,0.00005631853,0.0001792715,0.00001351043,0.0001326224,0.002641188,0.000006073862,0.001116728],"genre_scores_gemma":[0.9966434,0.0004289178,0.0001759305,0.0002098754,0.00001955665,0.00006717494,0.002197104,0.000004041883,0.0002540689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06766272,"threshold_uncertainty_score":0.1361223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186776917489361,"score_gpt":0.3022249052542725,"score_spread":0.2903571360793789,"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."}}