{"id":"W2748651049","doi":"10.4187/respcare.05786","title":"Obstructive Airway Disease: Rational, Evidence-Based Bronchodilator Therapy","year":2017,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University","funders":"","keywords":"Medicine; Bronchodilator; Intensive care medicine; Bronchodilator Agents; Asthma; 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":[0.009868038,0.0005024081,0.00157771,0.0009658654,0.002210917,0.003374949,0.001699264,0.02315901,0.01038167],"category_scores_gemma":[0.06200298,0.0004790617,0.0009005985,0.00115227,0.002897165,0.004184382,0.001752612,0.02794754,0.005961128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004009748,"about_ca_system_score_gemma":0.005578256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730677,"about_ca_topic_score_gemma":0.007749943,"domain_scores_codex":[0.9900883,0.005338329,0.001147019,0.0007821937,0.002255655,0.0003885983],"domain_scores_gemma":[0.9509845,0.03742685,0.002975226,0.0008924632,0.004423838,0.003297028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000213689,0.00004045578,0.001111443,0.0002837317,0.00004257025,0.0003514817,0.0000521812,0.00004876874,0.0001038983,0.005749942,0.9714469,0.02055481],"study_design_scores_gemma":[0.00235431,0.0004077287,0.007574989,0.006279177,0.0003256651,0.003006679,0.0006136835,0.001145242,0.0004701471,0.05437225,0.9232768,0.0001732597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000290067,0.003699758,0.00004803365,0.9855236,0.007999799,0.000008426119,0.00007663079,0.000005152247,0.00234863],"genre_scores_gemma":[0.008315384,0.005086148,0.000262927,0.9205285,0.06384019,0.00004083059,0.00009771965,0.00001547492,0.001812843],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02315901,"threshold_uncertainty_score":0.0521878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05698640761615523,"score_gpt":0.3207631000546066,"score_spread":0.2637766924384514,"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."}}