{"id":"W2924400461","doi":"10.1016/j.chest.2019.03.005","title":"Comparative Effectiveness and Safety of LABA-LAMA vs LABA-ICS Treatment of COPD in Real-World Clinical Practice","year":2019,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation","keywords":"Lama; Medicine; Exacerbation; COPD; Internal medicine; Pneumonia; Hazard ratio; Incidence (geometry); Cohort; Corticosteroid; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283142,0.0001944029,0.001023353,0.0002147821,0.00004559539,0.00001388623,0.00009552469,0.00009842265,0.000183265],"category_scores_gemma":[0.0003158639,0.0001536495,0.0001637703,0.0003507657,0.0003337929,0.0002036836,0.00006382152,0.0004944465,0.00001852531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006817805,"about_ca_system_score_gemma":0.0008222021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000170684,"about_ca_topic_score_gemma":0.00005980826,"domain_scores_codex":[0.9974611,0.0007074165,0.0007707962,0.0002926185,0.0004804177,0.000287629],"domain_scores_gemma":[0.996293,0.002228268,0.0004332014,0.0002654179,0.0004806226,0.0002994836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01174234,0.002358912,0.970864,0.0008890792,0.0004722853,0.0003676267,0.0007832625,0.00002733829,0.001702128,0.0003235166,0.0000713599,0.01039814],"study_design_scores_gemma":[0.01040203,0.001613105,0.9794654,0.0005744592,0.0001859406,0.0002638622,0.0009875507,0.0002958798,0.002361649,0.00007714699,0.003656902,0.000116114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900939,0.001496088,0.00002239702,0.0004327592,0.00018326,0.0008368721,0.00003479491,0.000006887938,0.006893038],"genre_scores_gemma":[0.9962686,0.002327939,0.0008183456,0.00002330458,0.000177022,0.000008697675,0.00001148666,0.00002015365,0.0003444902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028203,"threshold_uncertainty_score":0.6265644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845450863619357,"score_gpt":0.4229530046577609,"score_spread":0.3644984960215673,"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."}}