{"id":"W4387256013","doi":"10.1016/j.chest.2023.07.3221","title":"SHORT-ACTING BETA-AGONIST (SABA), ANTIBIOTICS, ORAL CORTICOSTEROID (OCS), AND RISK OF MORTALITY AND CARDIOPULMONARY EVENTS IN PATIENTS WITH COPD","year":2023,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novartis (Canada); ABB (Canada); Purdue Pharma (Canada)","funders":"Sanofi Genzyme; Sanofi","keywords":"Medicine; COPD; Hazard ratio; Mace; Exacerbation; Proportional hazards model; Poisson regression; Retrospective cohort study; Internal medicine; Cohort study; Emergency medicine; Population; Confidence interval; Percutaneous coronary intervention; Environmental health; Myocardial infarction","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":[0.000584304,0.0003442903,0.0006548358,0.0004281015,0.00043998,0.0009036453,0.000353049,0.001139977,0.001786898],"category_scores_gemma":[0.002247254,0.0003333544,0.00125322,0.0007077873,0.0002618406,0.0005867836,0.0004373384,0.00178394,0.0002262986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002667275,"about_ca_system_score_gemma":0.0003988943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003044354,"about_ca_topic_score_gemma":0.003924178,"domain_scores_codex":[0.9995893,0.0001108615,0.00005219663,0.00006418177,0.00008704746,0.00009642813],"domain_scores_gemma":[0.9985296,0.0004365962,0.0004763894,0.00007969964,0.00008921545,0.000388543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001023797,0.0001593841,0.9964184,0.00003452783,0.0003327329,0.00007534899,0.00003067275,0.00008533324,0.0001939075,0.00002828256,0.0001229191,0.001494708],"study_design_scores_gemma":[0.00002947252,0.0002168558,0.9987728,0.00001721176,0.0001848914,0.0001334606,0.0001176883,0.0003139963,0.00002524291,0.00006120975,0.0001208359,0.000006410553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952254,0.003065988,0.00006509187,0.0002505683,0.00005503488,0.000007173669,0.0002903263,0.000004555315,0.001035771],"genre_scores_gemma":[0.9986965,0.0006054477,0.00005702841,0.00009371636,0.00009961233,0.000007001965,0.0002310338,0.000001474745,0.0002080565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003044354,"threshold_uncertainty_score":0.006053269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857560620873808,"score_gpt":0.3118661368555338,"score_spread":0.2732905306467957,"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."}}