{"id":"W2035631964","doi":"10.4104/pcrj.2010.00005","title":"Pulmonary function testing in the Emergency Department and medications prescribed at discharge: results of the Multinational Acute asthma Management, Burden, and Outcomes (MAMBO) study","year":2010,"lang":"en","type":"article","venue":"Primary Care Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph's Hospital; Vancouver Hospital and Health Sciences Centre; McMaster University; St. Joseph’s Healthcare Hamilton; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Emergency department; Asthma; Multinational corporation; Emergency medicine; Pulmonary function testing; Asthma management; Intensive care medicine; Medical emergency; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003563667,0.0009553509,0.001377887,0.0009082305,0.0007752732,0.001324045,0.001752511,0.001856957,0.001325419],"category_scores_gemma":[0.006676077,0.0008426693,0.001808052,0.002247556,0.0004292549,0.001760824,0.002430761,0.002229094,0.0004311409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103122,"about_ca_system_score_gemma":0.0009911422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03449416,"about_ca_topic_score_gemma":0.04111557,"domain_scores_codex":[0.9979668,0.0008204873,0.0001894108,0.0003205961,0.0004043812,0.0002984485],"domain_scores_gemma":[0.9951404,0.0007786729,0.002185679,0.0004180916,0.0005477809,0.0009293157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004045244,0.0001453565,0.9980657,0.00001880711,0.0001956431,0.00002791028,0.00007556805,0.00004253725,0.00005204163,0.00001235686,0.0004134086,0.0005461267],"study_design_scores_gemma":[0.0000461897,0.00005822909,0.9994394,0.000008746613,0.00008659107,0.00002490191,0.0001547734,0.00006412107,0.00001044293,0.000007591844,0.00009519687,0.000003802235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930984,0.0005253189,0.0000866123,0.0002591874,0.00002882797,0.00003955531,0.005230925,0.000006195645,0.0007249255],"genre_scores_gemma":[0.9912099,0.0003646949,0.0001412674,0.0001747144,0.00007477192,0.00010367,0.0074403,0.00001250006,0.0004781496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03449416,"threshold_uncertainty_score":0.06858677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491554465616064,"score_gpt":0.2820954133043828,"score_spread":0.2671798686482222,"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."}}