{"id":"W2967751899","doi":"10.1097/rti.0000000000000440","title":"Using Quantitative Computed Tomographic Imaging to Understand Chronic Obstructive Pulmonary Disease and Fibrotic Interstitial Lung Disease","year":2019,"lang":"en","type":"review","venue":"Journal of Thoracic Imaging","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; COPD; Interstitial lung disease; Radiology; Lung; Disease; Computed tomographic; Pulmonary disease; Airway; Pulmonary fibrosis; Computed tomography; Intensive care medicine; Pathology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404391,0.001215818,0.001701853,0.005665428,0.0002607444,0.0013718,0.0010773,0.001645042,0.002260805],"category_scores_gemma":[0.002888922,0.0003430604,0.0008104487,0.003931966,0.001286152,0.002658619,0.0009643689,0.002855153,0.001427687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009616063,"about_ca_system_score_gemma":0.001659109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679594,"about_ca_topic_score_gemma":0.002957378,"domain_scores_codex":[0.9994804,0.0001180291,0.00009506124,0.00008009151,0.0001984124,0.00002807144],"domain_scores_gemma":[0.9985067,0.0009329459,0.0001406299,0.00003890264,0.0003311609,0.00004971255],"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":[0.00005533373,0.00006170139,0.0006852126,0.0229149,0.0001578788,0.0001971534,0.0001601831,0.0003732031,0.0008484351,0.00705963,0.02338961,0.9440968],"study_design_scores_gemma":[0.00002122512,0.0001085023,0.003693381,0.01459251,0.0002201697,0.003713371,0.000188858,0.0002517411,0.0003892084,0.007211915,0.9695486,0.00006055913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004841532,0.9988483,0.0001365758,0.0002940912,0.0001579621,0.000005276579,0.000008463473,0.000003096257,0.00049786],"genre_scores_gemma":[0.0005283406,0.9983199,0.0003254756,0.0003087751,0.0002501653,0.000008442242,0.00002002307,0.000001790364,0.0002369991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005665428,"threshold_uncertainty_score":0.007563114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05424051437979886,"score_gpt":0.3937808901620307,"score_spread":0.3395403757822318,"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."}}