{"id":"W2993309395","doi":"10.1183/13993003.02104-2019","title":"Testing bronchodilator responsiveness","year":2019,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Bronchodilator; COPD; Medicine; Bronchodilator Agents; Population; Physical therapy; Internal medicine; Asthma; Environmental health","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":[0.0009233864,0.0004353751,0.0006320194,0.0005391173,0.001116041,0.0008427724,0.0005464439,0.008816062,0.008536966],"category_scores_gemma":[0.005430751,0.000176506,0.0004680784,0.0003354104,0.0006073971,0.0008872164,0.000345253,0.004579952,0.005437472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123382,"about_ca_system_score_gemma":0.000782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0046623,"about_ca_topic_score_gemma":0.005265159,"domain_scores_codex":[0.9991766,0.000290527,0.0001161772,0.00008718895,0.0001560921,0.000173519],"domain_scores_gemma":[0.9974803,0.001129058,0.0001451985,0.00009274105,0.0006880408,0.000464673],"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":[0.0004511607,0.0002735124,0.04006147,0.0001675875,0.00004124237,0.04207831,0.0004412685,0.0001547409,0.005398296,0.002049427,0.8560939,0.05278913],"study_design_scores_gemma":[0.0004660805,0.001650407,0.09179673,0.001444209,0.0001465401,0.1302931,0.001741349,0.003334322,0.006306121,0.01489475,0.7476876,0.0002388155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03588786,0.005888497,0.001105187,0.8677425,0.01346731,0.0001422274,0.000620543,0.0002726758,0.07487327],"genre_scores_gemma":[0.2958687,0.003937744,0.0015848,0.63224,0.02410953,0.0001814876,0.0004344669,0.00007367866,0.04156958],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008816062,"threshold_uncertainty_score":0.02855897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05800764988279395,"score_gpt":0.3078116193818339,"score_spread":0.24980396949904,"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."}}