{"id":"W2252964658","doi":"10.1183/13993003/erj.44.suppl_58.p3503","title":"Mucus production, lung inflammation and functional decay in IPF","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Christie (Canada)","funders":"","keywords":"Mucus; Medicine; COPD; Lung; Inflammation; Idiopathic pulmonary fibrosis; Pathology; Gastroenterology; Internal medicine; Biology","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":[0.0004619705,0.0002732263,0.0003344552,0.0006627309,0.0002422194,0.0003094536,0.0001459074,0.000329603,0.0008974881],"category_scores_gemma":[0.001059833,0.0001209734,0.000160831,0.0003292782,0.0004081933,0.0003318552,0.0002835939,0.0003479678,0.0001173301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257134,"about_ca_system_score_gemma":0.0001253226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005551894,"about_ca_topic_score_gemma":0.0003690588,"domain_scores_codex":[0.9998584,0.00003133139,0.0000145722,0.0000315116,0.00003791991,0.00002634973],"domain_scores_gemma":[0.9993085,0.0001442653,0.0002829242,0.0000277291,0.00005371998,0.0001828275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001890813,0.000065103,0.9563347,0.00009229426,0.00004548347,0.000595491,0.0001386422,0.00008560991,0.03372782,0.00003421388,0.00006858139,0.006921334],"study_design_scores_gemma":[0.000005847616,0.0003729044,0.9974514,0.000006282664,0.00001596978,0.001028426,0.00005046378,0.00009778509,0.000847903,0.00002371634,0.00009712651,0.000002282085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977856,0.001887965,0.0001136443,0.00002212251,0.000003515626,0.000004950065,0.00004983798,0.000003698948,0.0001286963],"genre_scores_gemma":[0.9995704,0.0002091202,0.00009355233,0.000007775723,0.00000680471,0.000003188759,0.00006354939,8.199774e-7,0.00004485263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008974881,"threshold_uncertainty_score":0.003002405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412394825160943,"score_gpt":0.2388492165784473,"score_spread":0.2247252683268379,"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."}}