{"id":"W1991611705","doi":"10.1136/thorax.57.6.563-a","title":"Pathophysiology of COPD","year":2002,"lang":"en","type":"letter","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pathophysiology; COPD; Intensive care medicine; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006242204,0.0005877138,0.0007407925,0.000934845,0.001172981,0.002530383,0.001018586,0.001905281,0.006717444],"category_scores_gemma":[0.001057755,0.0002060096,0.0007087144,0.0005863763,0.001434403,0.0009769199,0.001588674,0.002016895,0.002325702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564991,"about_ca_system_score_gemma":0.003568164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525104,"about_ca_topic_score_gemma":0.01283919,"domain_scores_codex":[0.9993227,0.0001264023,0.00006088681,0.0001219331,0.000229528,0.0001385433],"domain_scores_gemma":[0.9995735,0.00005345649,0.00007526948,0.00002762318,0.0001664549,0.0001035887],"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":[0.000491645,0.0005305147,0.08395058,0.00917714,0.0004524873,0.00976785,0.004842072,0.001246424,0.02776848,0.1345535,0.225627,0.5015923],"study_design_scores_gemma":[0.00009883736,0.000319133,0.1258951,0.003036152,0.0001533605,0.0238594,0.002288641,0.001203834,0.001385648,0.04202364,0.7996587,0.0000776599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.05397519,0.5969859,0.01068118,0.08582631,0.009033325,0.0007153258,0.00284302,0.0005336889,0.2394061],"genre_scores_gemma":[0.6540934,0.2249176,0.005868555,0.02401324,0.008862099,0.0005687537,0.002110542,0.0001261832,0.07943961],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01525104,"threshold_uncertainty_score":0.03032452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827053217377473,"score_gpt":0.30235478283131,"score_spread":0.2740842506575352,"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."}}