{"id":"W2795621206","doi":"10.1136/thoraxjnl-2018-211553","title":"COPD and cardiovascular diseases: now is the time for action!","year":2018,"lang":"en","type":"letter","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; COPD; Cardiology; Stroke (engine); Internal medicine; Myocardial infarction; Risk factor; Population; Atrial fibrillation; Angina; Cause of death; Disease","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":[0.009378297,0.001343532,0.003548211,0.002148689,0.003799044,0.008978879,0.003078111,0.02006984,0.02633104],"category_scores_gemma":[0.02327446,0.0006920871,0.001839034,0.001767499,0.006111136,0.01716312,0.00411887,0.02759743,0.01039673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003604766,"about_ca_system_score_gemma":0.007089722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005718229,"about_ca_topic_score_gemma":0.01061773,"domain_scores_codex":[0.9938836,0.001974706,0.0005468283,0.0007568324,0.002184797,0.0006533297],"domain_scores_gemma":[0.9629092,0.01619993,0.001748675,0.001688416,0.009109522,0.008344202],"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":[0.0001385603,0.00006979827,0.0005900977,0.0007381485,0.0000715379,0.000127677,0.0001962103,0.00003112467,0.0001273695,0.006640242,0.8830241,0.1082451],"study_design_scores_gemma":[0.00004430923,0.00005999528,0.001208331,0.001436159,0.0000523694,0.0001792188,0.0004845767,0.00004171042,0.0000400791,0.009165894,0.9872421,0.00004534273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001999477,0.1450495,0.0001970038,0.7509611,0.1009195,0.00000847111,0.00009394499,0.00006686431,0.002503731],"genre_scores_gemma":[0.003825206,0.2246262,0.000939563,0.3426215,0.4191426,0.00003547876,0.0002131088,0.00008670468,0.008509709],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02633104,"threshold_uncertainty_score":0.08808607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582688246321463,"score_gpt":0.3096403069080027,"score_spread":0.2838134244447881,"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."}}