{"id":"W4417230205","doi":"10.2147/por.s550533","title":"Derivation and Definitions of Clinical Study Variables for Multiple Long Term Conditions in Patients with Chronic Obstructive Pulmonary Disease: Protocol for a Modified Delphi Methods and Consensus Study on Behalf of the International Cardiovascular and Respiratory Alliance","year":2025,"lang":"en","type":"article","venue":"Pragmatic and Observational Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; TD Bank Group; University of Alberta","funders":"Idorsia Pharmaceuticals; British Heart Foundation; Sanofi; Kowa Company; Canadian Institutes of Health Research; Covis Pharma; Moderna; Purdue University; GlaxoSmithKline; Novo Nordisk; National Institute for Health and Care Research; Teva Pharmaceutical Industries; AstraZeneca; Mereo BioPharma; Pfizer","keywords":"Clinical study; Protocol (science); Delphi method; Variety (cybernetics); Delphi; Term (time); Pulmonary disease","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002498566,0.0001319356,0.0003834907,0.0001928555,0.0002301327,0.00002484006,0.0001108316,0.00005590933,0.000003565268],"category_scores_gemma":[0.00461673,0.0000991286,0.00005688516,0.0003196694,0.000612569,0.00009966249,0.0001825241,0.0002281439,2.895174e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245835,"about_ca_system_score_gemma":0.0007976945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003799953,"about_ca_topic_score_gemma":0.00004837757,"domain_scores_codex":[0.9974693,0.0006386444,0.0005859908,0.0004412253,0.0006795311,0.0001853185],"domain_scores_gemma":[0.9937163,0.004605022,0.0001446326,0.0002893265,0.001144399,0.0001003351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003090568,0.001945032,0.9845956,0.00151107,0.0004225398,0.000002960969,0.0001379402,0.00007383872,0.00005079744,0.003545953,0.00001188725,0.004611815],"study_design_scores_gemma":[0.01128294,0.0006543482,0.9763407,0.000494593,0.0001531168,7.747084e-7,0.0006089062,0.00631311,0.00001552511,0.004028507,0.00003253364,0.00007497594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262925,0.0001489806,0.0005921657,0.0003156725,0.00001773326,0.07226679,0.0003297776,0.000004361236,0.00003196617],"genre_scores_gemma":[0.9387136,0.000008504266,0.002031872,0.00002154225,0.00002306855,0.05910102,0.00006628356,0.00001309916,0.00002099098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01316577,"threshold_uncertainty_score":0.5526991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2335636864783354,"score_gpt":0.4865623641034088,"score_spread":0.2529986776250734,"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."}}