{"id":"W2086038621","doi":"10.1001/jama.292.3.367","title":"Pharmacological Management to Reduce Exacerbations in Adults With Asthma","year":2004,"lang":"en","type":"review","venue":"JAMA","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Placebo; Asthma; Confidence interval; Relative risk; Meta-analysis; Randomized controlled trial; Exacerbation; Number needed to treat; Internal medicine; MEDLINE; Bronchodilator Agents; Leukotriene receptor; Intensive care medicine; Leukotriene; Bronchodilator; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008304702,0.0002815455,0.000806256,0.0002727656,0.00003740221,0.0000189414,0.0001350297,0.0001685969,0.0003367355],"category_scores_gemma":[0.00002689228,0.0001742977,0.0001758838,0.0005500613,0.00003925042,0.00003756442,0.00006905694,0.0003187502,0.0003537842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002863191,"about_ca_system_score_gemma":0.0003031777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005049732,"about_ca_topic_score_gemma":0.000003899829,"domain_scores_codex":[0.9986311,0.00006835387,0.0003494729,0.0004263367,0.0002635278,0.0002612231],"domain_scores_gemma":[0.9993117,0.00003010456,0.000088833,0.0002448377,0.000045861,0.0002786863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000164136,0.0003227447,0.000009292321,0.01428552,0.00008933651,0.001252024,0.00003971831,0.000008128342,1.163757e-7,0.00008078933,0.002626653,0.9811215],"study_design_scores_gemma":[0.001976583,0.0003654384,0.0007912626,0.04946293,0.0004757128,0.00005993312,0.00006311211,5.942854e-7,7.808043e-7,0.000002783979,0.9465998,0.0002010855],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003573538,0.9887187,0.00002325522,0.0003239638,0.00009226125,0.00243479,0.00002590089,0.00006435821,0.007959381],"genre_scores_gemma":[0.0002493796,0.9952567,0.0006980051,0.0005929004,0.0003491475,0.0006844597,0.00008286921,0.00004090428,0.002045696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9809204,"threshold_uncertainty_score":0.7107653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293916878205716,"score_gpt":0.3496600786766688,"score_spread":0.3202683908560972,"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."}}