{"id":"W4399668579","doi":"10.1136/thorax-2023-221141","title":"Undertreating cardiovascular disease in people with chronic obstructive pulmonary disease (COPD)","year":2024,"lang":"en","type":"editorial","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pulmonary disease; COPD; Disease; Intensive care medicine; Cardiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005871239,0.001294654,0.001913174,0.0009123671,0.0002235184,0.00018804,0.0006317297,0.0006590001,0.0004479369],"category_scores_gemma":[0.0008091231,0.001128555,0.00121015,0.001624937,0.0005687911,0.0003358428,0.0006632754,0.003154679,0.0004134312],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006740284,"about_ca_system_score_gemma":0.0117127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00187498,"about_ca_topic_score_gemma":0.0003414534,"domain_scores_codex":[0.9906069,0.0004299172,0.0007785332,0.002669157,0.003922709,0.001592773],"domain_scores_gemma":[0.9940667,0.0005864204,0.0001864653,0.002665465,0.0005447049,0.001950294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04379811,0.003261976,0.09832367,0.1042606,0.01389787,0.1813826,0.001080326,0.007574595,0.00006562297,0.000576271,0.483744,0.06203434],"study_design_scores_gemma":[0.006104607,0.000636502,0.3093671,0.01367879,0.01324727,0.0000977819,0.0005740317,0.01056803,0.00001441568,0.002605902,0.6395953,0.003510326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.080782,0.3288224,0.0001535866,0.00132999,0.5559147,0.01099277,0.006798848,0.001359773,0.0138459],"genre_scores_gemma":[0.2973786,0.002405323,0.000159803,0.00003005899,0.6778544,0.001712495,0.006862845,0.0009326068,0.01266386],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3264171,"threshold_uncertainty_score":0.9999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122243479850978,"score_gpt":0.2811414025489012,"score_spread":0.2689170545638034,"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."}}