{"id":"W2119795601","doi":"10.1016/j.jaci.2004.10.016","title":"Inflammation and remodeling in chronic obstructive pulmonary disease","year":2004,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Christie (Canada)","funders":"","keywords":"Medicine; COPD; Pathology; Inflammation; Asthma; Fibrosis; Parenchyma; Lung; Submucosa; Bronchus; Immunology; Respiratory disease; Internal medicine","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":[0.0007276225,0.0002546537,0.0004618919,0.0006776206,0.0003530722,0.0009125107,0.00017552,0.000748952,0.0009922888],"category_scores_gemma":[0.0008161211,0.0001896268,0.0002290944,0.0005541317,0.0005004479,0.0005919952,0.0004463856,0.0007870961,0.0001024941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396969,"about_ca_system_score_gemma":0.0003482399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007173,"about_ca_topic_score_gemma":0.001445138,"domain_scores_codex":[0.9996954,0.0001203209,0.00003594426,0.00002081678,0.00007892554,0.00004861654],"domain_scores_gemma":[0.9995762,0.0001193584,0.0001278509,0.00001658277,0.00005866438,0.0001014734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006036595,0.001646772,0.7019951,0.002489967,0.0004965503,0.006234855,0.002708643,0.000690519,0.05131413,0.01131265,0.008965511,0.2061087],"study_design_scores_gemma":[0.0001225295,0.0007650815,0.9729375,0.0003653421,0.0001581593,0.004026175,0.001090173,0.0006298808,0.001011853,0.006119867,0.01274738,0.00002613486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6728523,0.3115294,0.0005994687,0.006006212,0.0006865491,0.00005543975,0.0001906959,0.00001731536,0.008062673],"genre_scores_gemma":[0.9474693,0.04844771,0.0004131844,0.0005120372,0.001470787,0.00004371393,0.00008223201,0.000002400557,0.001558653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009922888,"threshold_uncertainty_score":0.003848076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517226507473105,"score_gpt":0.3333924860240153,"score_spread":0.3082202209492843,"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."}}