{"id":"W2074656756","doi":"10.1055/s-2005-869540","title":"New Concepts in the Radiological Assessment of COPD","year":2005,"lang":"en","type":"review","venue":"Seminars in Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; COPD; Parenchyma; Airway; Airway obstruction; Pathogenesis; Lung; Pathology; Disease; Respiratory disease; Genetic predisposition; Intensive care medicine; Surgery; Internal medicine","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":[0.003642991,0.001376586,0.00299222,0.006331459,0.0004294356,0.002393665,0.002323507,0.003263166,0.003615237],"category_scores_gemma":[0.004156615,0.0005778821,0.001191866,0.004748505,0.004295587,0.004760574,0.00165659,0.005369127,0.003726525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604059,"about_ca_system_score_gemma":0.001774879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193011,"about_ca_topic_score_gemma":0.00216797,"domain_scores_codex":[0.998117,0.0006171135,0.0002551091,0.0002135907,0.0007270403,0.00007028813],"domain_scores_gemma":[0.9968386,0.001807151,0.0002183179,0.0001695524,0.0008167119,0.0001496312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000798668,0.00008826809,0.0004372229,0.01388924,0.0001292428,0.0004682445,0.0003038993,0.0004113446,0.001826322,0.01424079,0.02381363,0.9443119],"study_design_scores_gemma":[0.00003229189,0.0001315665,0.002368883,0.006693851,0.0000954618,0.00552961,0.0003115325,0.0002159621,0.0004865403,0.01466008,0.9694072,0.00006697925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007410775,0.996609,0.0005693374,0.001006523,0.0004336747,0.000005398226,0.000006517468,0.00001097234,0.001284662],"genre_scores_gemma":[0.001142605,0.9943387,0.001931635,0.0007471542,0.001112437,0.00001771448,0.00001740537,0.000006328733,0.00068603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006331459,"threshold_uncertainty_score":0.01926619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07494602229912245,"score_gpt":0.4634532479989085,"score_spread":0.3885072256997861,"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."}}