{"id":"W3111690808","doi":"10.1097/mcp.0000000000000748","title":"Beta-blockers in chronic obstructive pulmonary disease: the good, the bad and the ugly","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; COPD; Observational study; Randomized controlled trial; Intensive care medicine; Disease; Internal medicine; Pulmonary disease; Obstructive lung disease","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":[0.001609069,0.001030098,0.003575089,0.002091826,0.0003216996,0.002243595,0.001119433,0.00199429,0.004296282],"category_scores_gemma":[0.004279425,0.0003238101,0.001270032,0.002951726,0.0007175157,0.002082756,0.0008497192,0.002093848,0.001042171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006855727,"about_ca_system_score_gemma":0.002179886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139053,"about_ca_topic_score_gemma":0.002033313,"domain_scores_codex":[0.9989511,0.0002616936,0.0002705364,0.0001362646,0.0003253116,0.00005507116],"domain_scores_gemma":[0.9967788,0.001982796,0.0007078719,0.00005078894,0.0003805774,0.00009924759],"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":[0.0002487969,0.00003866947,0.0003630411,0.1976428,0.0008109265,0.0001666358,0.0001341063,0.0001925003,0.0003536313,0.002013444,0.04962883,0.7484066],"study_design_scores_gemma":[0.0001219358,0.0001673836,0.002847432,0.1676289,0.002781322,0.001480461,0.000205071,0.0001410205,0.0001993923,0.002540453,0.8218473,0.00003932262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003297068,0.998965,0.00001746815,0.0004294495,0.0004155454,0.000002869985,0.000009674836,0.000001646254,0.0001254149],"genre_scores_gemma":[0.0003751661,0.9984143,0.00003760758,0.0005245836,0.0005260224,0.000004702604,0.00001226936,9.965142e-7,0.0001043202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004296282,"threshold_uncertainty_score":0.01437247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06561886674844514,"score_gpt":0.3796602086739155,"score_spread":0.3140413419254704,"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."}}