{"id":"W2068198910","doi":"10.1016/j.jaci.2009.07.035","title":"Consistently very poorly controlled asthma, as defined by the impairment domain of the Expert Panel Report 3 guidelines, increases risk for future severe asthma exacerbations in The Epidemiology and Natural History of Asthma: Outcomes and Treatment Regimens (TENOR) study","year":2009,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; Sanofi; GlaxoSmithKline; Genentech; AstraZeneca; Novartis Pharmaceuticals Corporation; National Institute of Allergy and Infectious Diseases; Pfizer","keywords":"Asthma; Medicine; Emergency department; Natural history; Epidemiology; Odds ratio; Logistic regression; Pediatrics; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002558368,0.0002452139,0.001420791,0.0000779886,0.0001431335,0.000005361157,0.0001655286,0.0002103808,0.00001163083],"category_scores_gemma":[0.003289187,0.0001011796,0.0004840461,0.00006505828,0.0007156554,0.00005380973,0.00005234074,0.0004047648,1.170246e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009225329,"about_ca_system_score_gemma":0.0004347198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002433746,"about_ca_topic_score_gemma":0.0002215614,"domain_scores_codex":[0.9955186,0.001699857,0.002118888,0.0002546661,0.000186186,0.0002217644],"domain_scores_gemma":[0.9937493,0.003698058,0.001742938,0.0003804267,0.0003357808,0.00009353226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06337327,0.01912897,0.7753079,0.00003769921,0.01587813,0.0007587007,0.006083943,0.00002983857,0.0007901056,0.001495113,0.0301208,0.08699552],"study_design_scores_gemma":[0.02101309,0.01235184,0.9277936,0.00006297178,0.0003366908,0.00160385,0.009696732,0.00001807622,0.000002472811,0.0003802412,0.02663762,0.0001027764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121771,0.0718208,0.000007530541,0.01480397,0.0003495859,0.0007938961,0.00001363105,0.000004110111,0.00002933472],"genre_scores_gemma":[0.9879806,0.008214942,0.0002647076,0.002880572,0.0001803506,0.00002926765,0.000006752339,0.00001001773,0.0004327611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1524857,"threshold_uncertainty_score":0.4125983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03848440530106175,"score_gpt":0.3452470230766165,"score_spread":0.3067626177755547,"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."}}