{"id":"W4413041816","doi":"10.1513/annalsats.202502-185oc","title":"Risk Profile of Young Adults with Chronic Obstructive Pulmonary Disease","year":2025,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; SickKids Foundation; University of Toronto; Sunnybrook Hospital; Hospital for Sick Children; Public Health Ontario; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Ministry of Long-Term Care; Canadian Institutes of Health Research; Ministry of Health, Ontario","keywords":"Medicine; Pulmonary disease; Intensive care medicine; COPD; Chronic disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003182185,0.0001416836,0.0001805038,0.0007786137,0.0004895005,0.0003690401,0.0001689475,0.000312849,0.0012962],"category_scores_gemma":[0.001219368,0.00009585073,0.000193699,0.0009371682,0.0002400839,0.0002866181,0.000294728,0.000327027,0.0002003578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005240541,"about_ca_system_score_gemma":0.0009916159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06313426,"about_ca_topic_score_gemma":0.09244353,"domain_scores_codex":[0.999754,0.00003409038,0.00003544778,0.00004563259,0.0000828516,0.00004808615],"domain_scores_gemma":[0.9993327,0.00004883576,0.0003245139,0.00002472554,0.0001070429,0.0001620181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007013949,0.000007486032,0.9990215,0.000007727414,0.000004927542,0.00002816238,0.00005452001,0.000009212095,0.0000777856,0.00001327348,0.0001037233,0.0006646874],"study_design_scores_gemma":[8.040139e-7,0.00001564409,0.9995254,0.00000923403,0.000004371692,0.00008880132,0.00009858682,0.00003056475,0.00001801914,0.00001377852,0.0001935026,0.000001258949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951378,0.0005421742,0.0001198166,0.0003523093,0.00001246885,0.00003920192,0.002294769,0.000004227219,0.001497361],"genre_scores_gemma":[0.9980678,0.0002845234,0.0001580195,0.0001306128,0.00001591021,0.00001878955,0.001087072,9.238049e-7,0.0002362995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06313426,"threshold_uncertainty_score":0.1255335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392424877747062,"score_gpt":0.3527291081208205,"score_spread":0.3288048593433499,"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."}}