{"id":"W4255954645","doi":"10.1183/09031936.00172714","title":"Benzodiazepine drug use and adverse respiratory outcomes among older adults with COPD","year":2015,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"COPD; Medicine; Benzodiazepine; Adverse effect; Respiratory system; Population; Pulmonary disease; Drug; Internal medicine; Intensive care medicine; Psychiatry; 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":[0.001714083,0.0002971533,0.0007519248,0.0006998152,0.001366272,0.0007960033,0.0007134856,0.008857979,0.004522033],"category_scores_gemma":[0.01558374,0.0002270988,0.0004937515,0.0007218537,0.0005388966,0.001343792,0.0004239508,0.004553565,0.00187946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593206,"about_ca_system_score_gemma":0.001050536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005420559,"about_ca_topic_score_gemma":0.009680835,"domain_scores_codex":[0.9986217,0.0005722022,0.0002345068,0.0001397432,0.0003123668,0.0001194122],"domain_scores_gemma":[0.9944177,0.003057959,0.0005596707,0.0001657449,0.001094137,0.0007048911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002221609,0.0002320808,0.04121105,0.0002019478,0.00004215697,0.01419672,0.0006462188,0.0001187302,0.0003869591,0.001222541,0.8995907,0.04192861],"study_design_scores_gemma":[0.0006331448,0.001266423,0.1950283,0.003961858,0.0002662061,0.09415042,0.003199642,0.004947451,0.0009914166,0.01310339,0.6821291,0.0003227185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01021003,0.003293997,0.0001183297,0.9735367,0.007165871,0.0000349858,0.0001830346,0.00003704047,0.005420079],"genre_scores_gemma":[0.1587161,0.005223072,0.0007926086,0.7566643,0.06786029,0.0001318936,0.0002040353,0.00004106006,0.01036665],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008857979,"threshold_uncertainty_score":0.01512766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127800122067985,"score_gpt":0.275817026087459,"score_spread":0.2445390248667791,"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."}}