{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006822557,0.0002309366,0.0006995442,0.0003960615,0.0003019062,0.0008917595,0.0003265619,0.0008922916,0.001760956],"category_scores_gemma":[0.00118613,0.0002563061,0.0002470738,0.0003404321,0.001102541,0.0008141893,0.0004254074,0.0005462871,0.0006637771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003788858,"about_ca_system_score_gemma":0.0003129247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008377523,"about_ca_topic_score_gemma":0.001425485,"domain_scores_codex":[0.9994242,0.0001391952,0.00003929805,0.0001931449,0.0000962452,0.0001079288],"domain_scores_gemma":[0.999213,0.000155823,0.0002609168,0.00006575823,0.0001187849,0.0001857542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00253764,0.0007011773,0.6117671,0.002053788,0.0004101913,0.001506174,0.0018108,0.0006882219,0.2199536,0.002920004,0.004062605,0.1515888],"study_design_scores_gemma":[0.00004556155,0.0006027318,0.9868487,0.0001939113,0.000108395,0.001147251,0.0007470392,0.0009064796,0.003742241,0.00180225,0.003830581,0.00002491998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9518752,0.03947697,0.001969847,0.00280335,0.0001537995,0.00007490058,0.0002400506,0.00007857131,0.00332744],"genre_scores_gemma":[0.991168,0.005517735,0.0007558583,0.0009667012,0.000382936,0.00004009732,0.0001261803,0.0000152345,0.001027221],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001760956,"threshold_uncertainty_score":0.005891025,"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."}}