{"id":"W3025254962","doi":"10.1513/annalsats.201910-760oc","title":"Predictors of Opioid-related Adverse Pulmonary Events among Older Adults with Chronic Obstructive Pulmonary Disease","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Sunnybrook Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; St. Michael's Hospital","funders":"","keywords":"Medicine; COPD; Hazard ratio; Internal medicine; Adverse effect; Exacerbation; Retrospective cohort study; Opioid; Population; Cohort study; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008707357,0.0001903561,0.0002433115,0.0004570361,0.0002928273,0.0005176977,0.000252849,0.0002757472,0.001120352],"category_scores_gemma":[0.002961177,0.0001518848,0.0004155009,0.0007676306,0.0002074018,0.0002659634,0.00035041,0.0004655833,0.00007317874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998092,"about_ca_system_score_gemma":0.0005816923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02179394,"about_ca_topic_score_gemma":0.0259793,"domain_scores_codex":[0.9995295,0.0001236023,0.00005903632,0.0000836379,0.0001272349,0.00007706105],"domain_scores_gemma":[0.9976356,0.0004536073,0.001282614,0.0001222896,0.0002657242,0.0002401546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001291478,0.000006308198,0.9996263,0.00000454966,0.00001322534,0.00001049905,0.000008570545,0.00002123935,0.00002639995,0.000004868488,0.00002260634,0.0002424626],"study_design_scores_gemma":[0.000001999448,0.000022491,0.9996188,0.000004599999,0.00001006454,0.00004797219,0.0000280222,0.0001855104,0.00001256386,0.000009989252,0.00005713352,8.541681e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984215,0.00039689,0.0001331729,0.00009616689,0.000005413921,0.00001640861,0.0006730545,0.000002407305,0.0002549419],"genre_scores_gemma":[0.99935,0.0001199791,0.00007927674,0.00002207322,0.00001099127,0.000006263318,0.0003544955,4.831502e-7,0.00005646014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02179394,"threshold_uncertainty_score":0.04333413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312788205646717,"score_gpt":0.3180062193290357,"score_spread":0.2948783372725685,"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."}}