{"id":"W2052798746","doi":"10.1513/pats.200907-079dp","title":"What Drives the Peripheral Lung–Remodeling Process in Chronic Obstructive Pulmonary Disease?","year":2009,"lang":"en","type":"review","venue":"Proceedings of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Pulmonary disease; Peripheral; Lung; Tissue remodeling; Pathology; Internal medicine; Inflammation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000706189,0.001030798,0.002793844,0.0001836659,0.0003907992,0.0001988439,0.001882944,0.0002439139,0.00003746286],"category_scores_gemma":[0.0002575259,0.0006229628,0.002532287,0.003016006,0.002579123,0.0007738433,0.0006637154,0.002256492,0.000005938716],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004264989,"about_ca_system_score_gemma":0.003090713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003901532,"about_ca_topic_score_gemma":0.000001635796,"domain_scores_codex":[0.9945865,0.0001265095,0.001149121,0.001375783,0.001590333,0.001171761],"domain_scores_gemma":[0.9961877,0.000221828,0.001718113,0.0007834217,0.00067168,0.0004172132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002270944,0.0002611183,0.002378855,0.0465504,0.0004428352,0.00001227305,0.001432938,0.00003303768,0.00002974317,0.00005014242,0.0002321464,0.9483494],"study_design_scores_gemma":[0.002892019,0.0009082273,0.1962746,0.3153791,0.02418689,0.00155128,0.1121964,0.06292965,0.0001253891,0.009734003,0.2660116,0.007810913],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03986424,0.954425,0.000003675816,0.0009803725,0.0001982291,0.003936324,0.00005801499,0.00009975173,0.000434345],"genre_scores_gemma":[0.02150241,0.9758514,0.0002745639,0.0002108175,0.0007789846,0.0005909691,0.00003962921,0.0001946681,0.0005565506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9405385,"threshold_uncertainty_score":0.9996222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0336852614935891,"score_gpt":0.3809361914315076,"score_spread":0.3472509299379186,"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."}}