{"id":"W4323926540","doi":"10.1016/j.chest.2023.02.049","title":"Lung Imaging in COPD Part 2","year":2023,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Pulmonologist; Medicine; COPD; Radiology; Lung; Lung transplantation; Computed tomography; High-resolution computed tomography; Medical physics; Intensive care medicine; 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":[0.00165222,0.001445174,0.003821701,0.006087115,0.0003447329,0.002280428,0.001269765,0.002042625,0.008521236],"category_scores_gemma":[0.00299229,0.000743806,0.001988025,0.004375275,0.0008339198,0.001927935,0.001244955,0.002557592,0.002248553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353403,"about_ca_system_score_gemma":0.002810398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216495,"about_ca_topic_score_gemma":0.007672758,"domain_scores_codex":[0.9993395,0.0001437763,0.0001674243,0.00009522094,0.0002023119,0.00005180392],"domain_scores_gemma":[0.998487,0.0008186517,0.0002884331,0.00003257413,0.0002888925,0.00008440519],"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":[0.0001630999,0.00009689882,0.0003381308,0.1205137,0.0005558982,0.0001759338,0.00007021493,0.000325892,0.001037514,0.001638593,0.05759452,0.8174897],"study_design_scores_gemma":[0.0001901764,0.0002766499,0.003483654,0.1056911,0.002628302,0.001695226,0.0001095543,0.0001930526,0.0003250965,0.001793395,0.8835535,0.00006031094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001885293,0.9994414,0.00002368431,0.0001061848,0.0001884911,0.000006029667,0.00001349165,0.000001972559,0.0001997144],"genre_scores_gemma":[0.000216921,0.9987779,0.00009415563,0.0003295349,0.0003217975,0.000008781297,0.00002497947,0.000001007757,0.0002248311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008521236,"threshold_uncertainty_score":0.02850634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07697927208709357,"score_gpt":0.3997282789807601,"score_spread":0.3227490068936666,"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."}}