{"id":"W2106867536","doi":"10.1016/j.rmed.2013.04.016","title":"Impact of emphysema and airway wall thickness on quality of life in smoking-related COPD","year":2013,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; COPD; Airway; Quality of life (healthcare); Obstructive lung disease; Hounsfield scale; Lung; Internal medicine; Body mass index; Pulmonary disease; Cardiology; Computed tomography; Radiology; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001293662,0.0002842585,0.001130936,0.0005167032,0.00003535936,0.000003952217,0.0001735822,0.0002189615,0.001849855],"category_scores_gemma":[0.001807258,0.0002025297,0.000148406,0.0006474663,0.0008694186,0.0001193084,0.00008707929,0.000540975,0.00002194929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606758,"about_ca_system_score_gemma":0.0006824125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003317166,"about_ca_topic_score_gemma":0.00003810093,"domain_scores_codex":[0.9966134,0.0004321186,0.001103546,0.0004478934,0.0009807482,0.0004222661],"domain_scores_gemma":[0.9974099,0.0005505971,0.0003608158,0.0006907679,0.0004463757,0.0005415006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001062816,0.0005994974,0.9558907,0.001678369,0.0002506744,0.00004355192,0.0007179795,0.00002957327,0.03001481,0.0003828828,0.001663975,0.007665128],"study_design_scores_gemma":[0.007306389,0.001480982,0.9886819,0.001038088,0.00005204996,0.000006303684,0.0003187901,0.0002144685,0.000401566,0.0002079351,0.0001373154,0.0001542212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905992,0.0042422,0.000003037619,0.0009379982,0.00007289647,0.0009764459,0.00001892544,0.0000290713,0.003120256],"genre_scores_gemma":[0.9991313,0.00008696119,0.000008263745,0.0004249533,0.0001105479,0.00003484136,0.00001589281,0.00003825214,0.0001490178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03279115,"threshold_uncertainty_score":0.9990626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04602276126985658,"score_gpt":0.3644798911873722,"score_spread":0.3184571299175156,"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."}}