{"id":"W2013529950","doi":"10.1088/0031-9155/54/7/018","title":"Quantifying lung morphology with respiratory-gated micro-CT in a murine model of emphysema","year":2009,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Lawson Health Research Institute; Western University; Toronto Metropolitan University","funders":"","keywords":"Lung; Respiratory system; Medicine; Bronchus; Voxel; Lung volumes; Nuclear medicine; Pathology; X-ray microtomography; Radiology; Respiratory disease; Anatomy; 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":[0.00067984,0.0005621607,0.0003663331,0.001073094,0.0001819345,0.0003122054,0.0003676582,0.0006431108,0.000818587],"category_scores_gemma":[0.0006383939,0.0003785013,0.0002720407,0.0002720381,0.0004149849,0.0003667689,0.0002834358,0.000804133,0.0001921491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276965,"about_ca_system_score_gemma":0.000191252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006159903,"about_ca_topic_score_gemma":0.00158513,"domain_scores_codex":[0.9997258,0.00005813556,0.00002067837,0.00005291779,0.0001128136,0.00002960656],"domain_scores_gemma":[0.999539,0.000117401,0.0001597579,0.00006547338,0.00006073482,0.00005759334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001105823,0.00004308693,0.0005462767,0.00002297976,0.000005167801,0.00004299572,0.00001505285,0.0004773559,0.9970937,0.0000404169,0.00002223887,0.001580173],"study_design_scores_gemma":[0.00004349104,0.001583588,0.02799649,0.0000265068,0.0000680419,0.001090406,0.00005230533,0.01231652,0.9558604,0.0001355157,0.000794192,0.00003251431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394127,0.00135844,0.057197,0.0001222114,0.00002828847,0.0001894306,0.0005474585,0.0004206423,0.0007238081],"genre_scores_gemma":[0.9055268,0.001308811,0.08993188,0.0001069463,0.00001676053,0.0002127794,0.0006841779,0.0001131578,0.002098702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001073094,"threshold_uncertainty_score":0.003595352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1828673228707013,"score_gpt":0.4147336812951208,"score_spread":0.2318663584244195,"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."}}