{"id":"W4403409539","doi":"10.1093/eurheartj/ehae628","title":"The Global Working Group on Cardiopulmonary Risk in chronic obstructive pulmonary disease","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pulmonary disease; Cardiology; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01645237,0.002983264,0.003415767,0.005352146,0.001754564,0.004940892,0.005466116,0.004634991,0.01580473],"category_scores_gemma":[0.02422571,0.0006200133,0.003777875,0.004466191,0.001920854,0.003753958,0.008247226,0.009896465,0.009577697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003200032,"about_ca_system_score_gemma":0.01922694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01630583,"about_ca_topic_score_gemma":0.01017004,"domain_scores_codex":[0.987439,0.003664376,0.001650105,0.001119025,0.004706956,0.001420657],"domain_scores_gemma":[0.97815,0.004359542,0.003276773,0.000867372,0.008810668,0.004535719],"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":[0.0002464023,0.0001397721,0.0181082,0.005181072,0.0004512702,0.0002064685,0.0008285435,0.0006110655,0.000295424,0.01340769,0.6771944,0.2833297],"study_design_scores_gemma":[0.0001902436,0.0001525189,0.03157718,0.0241029,0.0004085835,0.0003857047,0.0006495218,0.0003902319,0.0002256292,0.01081903,0.9309781,0.0001202715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.007202877,0.455476,0.01503631,0.2133019,0.0673762,0.005240552,0.04346724,0.001036744,0.1918622],"genre_scores_gemma":[0.07576355,0.5233538,0.04548201,0.08143214,0.05187159,0.01853127,0.1392037,0.001203229,0.06315874],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01645237,"threshold_uncertainty_score":0.08700949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762239760002133,"score_gpt":0.3091636017435549,"score_spread":0.2815412041435336,"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."}}