{"id":"W4408246064","doi":"10.1093/eurjpc/zwaf119","title":"Identification and management of cardiopulmonary risk in patients with chronic obstructive pulmonary disease: a multidisciplinary consensus and modified Delphi study","year":2025,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta; University of Saskatchewan; McGill University Health Centre; University of British Columbia","funders":"","keywords":"Medicine; COPD; Intensive care medicine; Atrial fibrillation; Exacerbation; Internal medicine; Physical therapy","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":[0.09408395,0.0009036074,0.0012873,0.003488399,0.002996467,0.002163486,0.001444006,0.002170885,0.002204377],"category_scores_gemma":[0.09076737,0.0009205627,0.00272688,0.00193792,0.002589286,0.002859274,0.009436379,0.001935895,0.0003101879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00478233,"about_ca_system_score_gemma":0.007565299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00227994,"about_ca_topic_score_gemma":0.00257073,"domain_scores_codex":[0.8983265,0.08427539,0.006837422,0.002222632,0.004231068,0.004107023],"domain_scores_gemma":[0.9266992,0.05066423,0.003820491,0.002430898,0.01365193,0.00273325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002641865,0.002727655,0.1549039,0.0101024,0.001387242,0.001562997,0.6223983,0.003493379,0.002717506,0.008818652,0.008898173,0.1803481],"study_design_scores_gemma":[0.001511117,0.008248341,0.2477294,0.007412623,0.001082789,0.001724462,0.6758582,0.0190799,0.002614965,0.01001914,0.02393661,0.0007825841],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775727,0.000466215,0.007198276,0.001534224,0.00009068683,0.008494435,0.0001903422,0.00001931129,0.004433854],"genre_scores_gemma":[0.9697273,0.0004996807,0.01061162,0.0007634226,0.00003246903,0.01772454,0.0002136479,0.00001104442,0.0004161302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09408395,"threshold_uncertainty_score":0.4975694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118575271779996,"score_gpt":0.2784237518466697,"score_spread":0.2665662246686701,"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."}}