{"id":"W2021231791","doi":"10.1513/pats.200905-029ds","title":"Micro–Computed Tomography Measurements of Peripheral Lung Pathology in Chronic Obstructive Pulmonary Disease","year":2009,"lang":"en","type":"article","venue":"Proceedings of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"National Institute of Biomedical Imaging and Bioengineering; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; COPD; Lung; Lumen (anatomy); Pathology; Respiratory disease; Pulmonary disease; Radiology; Nuclear medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004948126,0.000360225,0.0002370198,0.001184284,0.0002713545,0.0003816659,0.0003053812,0.0004813172,0.00173845],"category_scores_gemma":[0.001013884,0.0002233976,0.0001422923,0.0005782676,0.0003337312,0.0002303353,0.0003152295,0.0004909711,0.0002634161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003243554,"about_ca_system_score_gemma":0.0001380515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154338,"about_ca_topic_score_gemma":0.001927778,"domain_scores_codex":[0.9997045,0.00007166291,0.00002779684,0.00007040926,0.00009349362,0.0000320428],"domain_scores_gemma":[0.9992899,0.0001723745,0.0001993093,0.00003394747,0.0001759022,0.0001285265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001656005,0.0001292765,0.8233093,0.0001664941,0.0001077091,0.0005267422,0.000138408,0.0004746735,0.1567814,0.00007353735,0.0004908022,0.01614564],"study_design_scores_gemma":[0.00001703329,0.0002195482,0.9851848,0.00001246031,0.00003853541,0.001810735,0.00006400541,0.0009184371,0.01135496,0.00004114591,0.0003325268,0.000005804538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927505,0.0028599,0.002248939,0.00008371922,0.00001462785,0.00007143178,0.0004163427,0.00007993079,0.001474605],"genre_scores_gemma":[0.9957952,0.000379627,0.00303578,0.00005066422,0.00001636104,0.00005942286,0.0002527499,0.000005682823,0.0004044396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00173845,"threshold_uncertainty_score":0.005815744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105656115335477,"score_gpt":0.3175669069517121,"score_spread":0.2965103457983574,"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."}}