{"id":"W3109537815","doi":"10.1001/jama.2020.19839","title":"Effect of Nebulized Magnesium vs Placebo Added to Albuterol on Hospitalization Among Children With Refractory Acute Asthma Treated in the Emergency Department","year":2020,"lang":"en","type":"article","venue":"JAMA","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; University of Alberta; University of British Columbia; BC Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children; Université de Montréal; University of Ottawa; Stollery Children's Hospital; Alberta Children's Hospital; Children's Hospital of Eastern Ontario; Princess Margaret Cancer Centre; University of Calgary; Agricultural Research Institute of Ontario; University of Toronto; SickKids Foundation; Public Health Ontario","funders":"","keywords":"Medicine; Asthma; Emergency department; Randomized controlled trial; Placebo; Anesthesia; Ipratropium bromide; Bronchodilator; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001203925,0.0001946806,0.0003120521,0.00007556687,0.00003740668,0.00001060827,0.0001151543,0.00007415548,0.0001480623],"category_scores_gemma":[0.00009384811,0.0001069009,0.00008255753,0.0003517311,0.00003095507,0.00007122935,0.00002126003,0.0001162294,0.00003618371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003014085,"about_ca_system_score_gemma":0.00002717645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000366395,"about_ca_topic_score_gemma":0.00001901829,"domain_scores_codex":[0.9987411,0.0002440868,0.000244532,0.0002654892,0.0003262226,0.0001785521],"domain_scores_gemma":[0.9993877,0.00004284643,0.0001042704,0.0002497012,0.00004807514,0.0001674449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01961604,0.0004107815,0.9563806,0.0001375024,0.0001534924,0.0001634331,0.0009898193,0.00009280654,0.001404391,0.000005282605,0.007547373,0.01309847],"study_design_scores_gemma":[0.006901917,0.01402293,0.9709162,0.00007096426,0.000208025,0.000003889154,0.00004246157,0.00009756686,0.006833428,3.483293e-7,0.0007815746,0.0001207088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963229,0.00007798419,0.00002777416,0.001213497,0.00003460104,0.00182594,0.00003460849,0.00004626485,0.0004164353],"genre_scores_gemma":[0.9982715,0.00001069769,0.00001501534,0.001170603,0.0001452551,0.0001560465,0.0001374366,0.00002571619,0.00006771815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01453558,"threshold_uncertainty_score":0.4359291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004844048207475282,"score_gpt":0.2454039293059699,"score_spread":0.2405598810984946,"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."}}