{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004159747,0.0003265103,0.0004382856,0.00104809,0.001128676,0.0001753127,0.000318902,0.000204877,0.001358975],"category_scores_gemma":[0.001194348,0.0002788344,0.0002502328,0.000407011,0.00006313396,0.0001655346,0.00002249201,0.0008534887,0.0001516104],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008537562,"about_ca_system_score_gemma":0.01723573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04185484,"about_ca_topic_score_gemma":0.9069909,"domain_scores_codex":[0.9975488,0.00006651066,0.0004638609,0.0004602642,0.0003509485,0.001109631],"domain_scores_gemma":[0.9843186,0.00004148743,0.0001106778,0.0004956595,0.0007772471,0.01425634],"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":[0.0004589668,0.0004894811,0.8095088,0.00003482276,0.0006817275,0.007751599,0.002001137,0.00001349318,0.005479439,0.0003097636,0.1452074,0.02806335],"study_design_scores_gemma":[0.002558716,0.001519502,0.4027585,0.00005541784,0.0002114287,0.0002596282,0.001473915,0.00001017648,0.0001882645,0.00003029247,0.590603,0.000331161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905851,0.0002241183,0.00002606363,0.003226754,0.001137345,0.002886347,0.000314452,0.0000391161,0.001560693],"genre_scores_gemma":[0.9840328,0.000001774246,0.0005872083,0.01269879,0.001257963,0.0001605128,0.000006875938,0.00008355414,0.001170593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8651361,"threshold_uncertainty_score":0.9999664,"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."}}