{"id":"W2159503270","doi":"10.3410/m4-23","title":"Lung inflammation in COPD: why does it matter?","year":2012,"lang":"en","type":"article","venue":"F1000 Medicine Reports","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"COPD; Inflammation; Pathogenesis; Medicine; Lung; Pulmonary disease; Phenotype; Nitric oxide; Pathology; Immunology; Bioinformatics; Internal medicine; Biology; Gene; Genetics","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":[0.006063111,0.000700846,0.003039346,0.001104153,0.001129822,0.003632135,0.001579865,0.007683367,0.004292131],"category_scores_gemma":[0.01299127,0.0003571999,0.000968816,0.001040554,0.005155855,0.007683262,0.001664683,0.01214009,0.00236176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152767,"about_ca_system_score_gemma":0.002593176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003567406,"about_ca_topic_score_gemma":0.004189766,"domain_scores_codex":[0.9978739,0.0008430821,0.0003286516,0.0002572283,0.0005252438,0.0001719291],"domain_scores_gemma":[0.9907501,0.005098497,0.0005264907,0.0002797102,0.002277029,0.001068222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008513077,0.0001509629,0.004919137,0.0106803,0.0005325999,0.0007030232,0.0009277579,0.000273088,0.00161796,0.02280112,0.5316538,0.424889],"study_design_scores_gemma":[0.0002586064,0.0006246811,0.01482004,0.02290163,0.0006004378,0.002184193,0.003127667,0.0004725108,0.0005234302,0.1438966,0.8103593,0.0002308961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0005100924,0.7503568,0.0002224864,0.2344728,0.01346793,0.000007060517,0.00005217045,0.00001935374,0.000891329],"genre_scores_gemma":[0.01194769,0.8252223,0.00067589,0.08707907,0.07322474,0.00002241408,0.00007384676,0.00003049149,0.001723565],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007683367,"threshold_uncertainty_score":0.03206521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478639123564005,"score_gpt":0.3135505682694678,"score_spread":0.2987641770338277,"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."}}