{"id":"W1854114366","doi":"10.1186/s12931-015-0297-0","title":"Small airway epithelial-C/EBPβ is increased in patients with advanced COPD","year":2015,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research; Hjärt-Lungfonden; Lunds Universitet; Royal Swedish Academy of Sciences; Svenska Sällskapet för Medicinsk Forskning; McMaster University","keywords":"COPD; Medicine; Context (archaeology); Airway; Immunohistochemistry; Inflammation; Lung; Internal medicine; Asymptomatic; Pathology; Gastroenterology; Biology; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002567092,0.0003479688,0.0005897193,0.001062963,0.0001747837,0.00006355352,0.0005068045,0.0002214199,0.0006052131],"category_scores_gemma":[0.001252889,0.0002893176,0.0001039584,0.001882475,0.0007090951,0.0002700701,0.0003941846,0.001394312,0.0008286454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189292,"about_ca_system_score_gemma":0.003526559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003689562,"about_ca_topic_score_gemma":0.0001254677,"domain_scores_codex":[0.9930285,0.0009358621,0.0005084824,0.0009916207,0.003061775,0.001473783],"domain_scores_gemma":[0.9946166,0.0003114334,0.00008413013,0.001301682,0.002165521,0.001520648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01014355,0.001720044,0.9526023,0.000508743,0.00009197801,0.0006433314,0.0003711901,0.00002313031,0.001657255,0.0001000341,0.004842061,0.02729638],"study_design_scores_gemma":[0.01929124,0.002586997,0.9132253,0.0004121879,0.00002381492,0.000005397284,0.0005251535,0.0001804717,0.003825577,0.0001472596,0.05936728,0.0004093319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844912,0.001296665,0.000007681278,0.0004498948,0.00006419195,0.002370357,0.0001257845,0.00007661687,0.01111757],"genre_scores_gemma":[0.9968843,0.00002389595,0.0002510731,0.0005888287,0.0002212449,0.0002927422,0.00006843211,0.0001259451,0.001543481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05452522,"threshold_uncertainty_score":0.9999559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08037445775985684,"score_gpt":0.3505117559493586,"score_spread":0.2701372981895018,"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."}}