{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003236653,0.0004062617,0.0007839582,0.0001461119,0.0002803733,0.00008396711,0.0003178517,0.0004522207,0.001849196],"category_scores_gemma":[0.0001369117,0.0002848361,0.0008219316,0.0001930893,0.0006359941,0.00008791307,0.0002008079,0.0009355448,0.0007750997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895979,"about_ca_system_score_gemma":0.0004633808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003641244,"about_ca_topic_score_gemma":0.000001429247,"domain_scores_codex":[0.9971705,0.0001799913,0.0002486673,0.0008119763,0.0009626168,0.0006262106],"domain_scores_gemma":[0.9975206,0.0002859049,0.00008303332,0.001518978,0.0003569525,0.0002345863],"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":[0.0001869873,0.00003377816,0.0002492526,0.001717001,0.001511748,0.0002158685,0.00004836455,2.671996e-7,0.00001990342,0.000003514905,0.9859722,0.01004112],"study_design_scores_gemma":[0.001038884,0.0001091178,0.004618517,0.0001977279,0.002205473,0.0001172025,0.00004680779,0.0003115644,0.00004346423,0.0004054267,0.9906074,0.0002984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005255828,0.0376035,0.0003135014,0.9361346,0.001078435,0.007427359,0.003972691,0.0002750517,0.007939024],"genre_scores_gemma":[0.002424873,0.002476628,0.0006683432,0.6955199,0.06232162,0.002039962,0.004624186,0.0007550808,0.2291694],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2406147,"threshold_uncertainty_score":0.9999604,"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."}}