{"id":"W2067200721","doi":"10.1159/000111820","title":"Chronic Obstructive Pulmonary Disease: A Chronic Systemic Inflammatory Disease","year":2007,"lang":"en","type":"review","venue":"Respiration","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; COPD; Systemic inflammation; Inflammation; Lung; Respiratory disease; Inhalation; Interstitial lung disease; Immunology; Internal medicine; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007442829,0.001326304,0.002459413,0.001351534,0.0003615448,0.0001287193,0.0006249966,0.0006841909,0.0006539295],"category_scores_gemma":[0.0004400805,0.001209634,0.001596992,0.001279143,0.0005055301,0.0005091482,0.0003818367,0.001571854,0.001300196],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01481754,"about_ca_system_score_gemma":0.01598237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001824144,"about_ca_topic_score_gemma":0.0000114309,"domain_scores_codex":[0.9921187,0.0006795743,0.001853597,0.001942419,0.0019807,0.001425077],"domain_scores_gemma":[0.9938382,0.0003142946,0.0008964538,0.002304009,0.000492839,0.002154201],"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":[0.0002946243,0.0001507977,0.000403962,0.1752629,0.0003295504,0.003997538,0.00001135151,0.00002547634,0.00001580684,0.0005822035,0.0001791701,0.8187466],"study_design_scores_gemma":[0.0008711709,0.0001278826,0.01146081,0.04475505,0.003382131,0.0003778096,0.00001594921,0.0005823013,0.000001841244,0.0001108547,0.9372287,0.001085502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003228253,0.9890874,0.0001546156,0.00007815393,0.0006338039,0.00738566,0.0005022403,0.0003780457,0.001457227],"genre_scores_gemma":[0.001729176,0.9828479,0.00002381112,0.00004289901,0.007082932,0.00155233,0.002902269,0.0003888607,0.003429864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9370495,"threshold_uncertainty_score":0.9999488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229724458228126,"score_gpt":0.3488700888950075,"score_spread":0.3065728443127262,"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."}}