{"id":"W2956021057","doi":"10.1590/1806-3713/e20190168","title":"Uncovering the beneficial effects of inhaled bronchodilator in COPD: beyond forced spirometry","year":2019,"lang":"en","type":"article","venue":"Jornal Brasileiro de Pneumologia","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Spirometry; COPD; Bronchodilator; Bronchodilator Agents; Intensive care medicine; Anesthesia; Internal medicine; Asthma","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":[0.005015614,0.0005535505,0.002025499,0.001514202,0.0003995668,0.001854229,0.0006618245,0.001175211,0.002301841],"category_scores_gemma":[0.0102289,0.000235348,0.0008175319,0.0007575023,0.001169957,0.001877776,0.001005539,0.001339793,0.0002840176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004848967,"about_ca_system_score_gemma":0.00167891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003596269,"about_ca_topic_score_gemma":0.006461163,"domain_scores_codex":[0.9979879,0.0009678462,0.0001395713,0.0002029232,0.0005690999,0.0001326456],"domain_scores_gemma":[0.9926094,0.005065572,0.0005976771,0.000659899,0.0007261637,0.000341172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003848415,0.001079532,0.3205917,0.003361149,0.001328364,0.0005314405,0.0009626103,0.0007357911,0.01966118,0.004868398,0.004408753,0.6386227],"study_design_scores_gemma":[0.0002855546,0.003539258,0.9338965,0.002599236,0.002134334,0.0009865911,0.001546524,0.002513589,0.004733154,0.01782962,0.02980508,0.0001306641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5030617,0.4379452,0.01022165,0.02355216,0.001606751,0.0002041258,0.001584379,0.0001480196,0.02167604],"genre_scores_gemma":[0.9103449,0.07407852,0.007482563,0.004094759,0.002029608,0.00009561006,0.0004236317,0.00004439844,0.001405955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005015614,"threshold_uncertainty_score":0.02652538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00990613225218529,"score_gpt":0.2747175945327558,"score_spread":0.2648114622805706,"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."}}