{"id":"W2783466294","doi":"10.1016/j.chest.2018.01.008","title":"β-Blockers in COPD","year":2018,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Actelion Pharmaceuticals; Pearl Therapeutics; Grifols; Northern Ireland Chest Heart and Stroke; Sunovion; Boehringer Ingelheim; AstraZeneca; Chiesi Farmaceutici; Sanofi; Teva Pharmaceutical Industries; Novartis; British Heart Foundation; Roche; Asthma and Lung UK; GlaxoSmithKline; Bayer","keywords":"COPD; Medicine; Internal medicine; Cardiology","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":[0.0009776163,0.0002493766,0.0008440498,0.0008638671,0.0003275184,0.001139673,0.0002652657,0.001463474,0.003573304],"category_scores_gemma":[0.002797086,0.0001734738,0.0004872325,0.0008608961,0.0002484856,0.0006634308,0.0003788199,0.002538132,0.001047134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005247697,"about_ca_system_score_gemma":0.001122989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466728,"about_ca_topic_score_gemma":0.003409778,"domain_scores_codex":[0.9993544,0.0001751845,0.0001487742,0.00004887381,0.0001978952,0.00007482548],"domain_scores_gemma":[0.9983262,0.0007356833,0.0003757091,0.00004198528,0.0001878243,0.0003325682],"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":[0.003523018,0.00106781,0.07508963,0.005762902,0.001335397,0.003204968,0.00042141,0.0003308751,0.002989983,0.008626604,0.1349612,0.7626862],"study_design_scores_gemma":[0.002349219,0.002428435,0.3749203,0.01641676,0.00331211,0.0148942,0.0007568561,0.001061428,0.001262653,0.009900821,0.5726016,0.00009567675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0171728,0.9212056,0.0001227259,0.03609497,0.004556331,0.00001760228,0.0001522682,0.00001423026,0.0206634],"genre_scores_gemma":[0.1769779,0.7736658,0.0004688765,0.01711031,0.02369856,0.00005241868,0.0003455261,0.00001200364,0.007668573],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003573304,"threshold_uncertainty_score":0.01195389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610899437964994,"score_gpt":0.321583889521676,"score_spread":0.2954748951420261,"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."}}