{"id":"W4224282312","doi":"10.1016/s0140-6736(22)00331-2","title":"Disease-modifying anti-asthmatic drugs","year":2022,"lang":"en","type":"review","venue":"The Lancet","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Asthma; Aminophylline; Adverse effect; Bronchodilator; Theophylline; Intensive care medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000734132,0.001269652,0.002733541,0.002033303,0.0002179316,0.001209125,0.0009803262,0.001328072,0.01075782],"category_scores_gemma":[0.001217228,0.000292605,0.001080925,0.001977585,0.0003132829,0.0008053681,0.0006709801,0.002551229,0.00281126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008180754,"about_ca_system_score_gemma":0.001142943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190782,"about_ca_topic_score_gemma":0.006838928,"domain_scores_codex":[0.9996426,0.00006943013,0.00005187689,0.00004687098,0.0001502101,0.00003896636],"domain_scores_gemma":[0.9995363,0.0002384241,0.0001112923,0.000009875966,0.00006596967,0.00003814686],"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":[0.0002964091,0.00008024674,0.00009456819,0.05218505,0.0005002576,0.0001065498,0.00002276943,0.0002443189,0.0008554212,0.001988454,0.07309058,0.8705354],"study_design_scores_gemma":[0.0004372286,0.000215203,0.001264677,0.02253704,0.001391517,0.0005246218,0.00004607222,0.0001102378,0.0002078941,0.001532452,0.9717116,0.00002148727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003605453,0.9985146,0.00003555962,0.0002199911,0.0003607419,0.000007810042,0.00004030217,0.000006163069,0.0007786932],"genre_scores_gemma":[0.0004811292,0.9978524,0.0001077085,0.0005556014,0.000255942,0.00001054595,0.00004499423,0.000001188715,0.0006903923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01075782,"threshold_uncertainty_score":0.03598851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09628402832388601,"score_gpt":0.3698758424141658,"score_spread":0.2735918140902798,"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."}}