{"id":"W2590706006","doi":"10.1183/13993003.02152-2016","title":"Heat shock protein: a hot topic in idiopathic pulmonary fibrosis","year":2017,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Idiopathic pulmonary fibrosis; Transforming growth factor; Myofibroblast; Cancer research; Extracellular matrix; Fibrosis; Cell biology; Nintedanib; Pulmonary fibrosis; Fibronectin; Phosphorylation; Receptor; Biology; Signal transduction; Pirfenidone; Medicine; Immunology; Pathology; Lung; 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":[0.0009095251,0.0005371537,0.001354247,0.001837423,0.0006748424,0.001752362,0.0005753831,0.002671998,0.007444672],"category_scores_gemma":[0.001843214,0.0001935805,0.000446873,0.0024023,0.001268379,0.002736023,0.00117499,0.002916984,0.002573994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006454542,"about_ca_system_score_gemma":0.0009930255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003759051,"about_ca_topic_score_gemma":0.0004938872,"domain_scores_codex":[0.999239,0.0001385473,0.0001133254,0.0001599263,0.0002594714,0.00008983201],"domain_scores_gemma":[0.9986882,0.0004079678,0.0002550784,0.00003758074,0.0002845002,0.0003266727],"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":[0.000448092,0.00008471429,0.005404712,0.00782233,0.0001217478,0.002067173,0.0004631034,0.0001369411,0.002760347,0.008413452,0.3440249,0.6282526],"study_design_scores_gemma":[0.00004955853,0.0002567107,0.01270027,0.00422636,0.000160059,0.01068851,0.0009820946,0.0001662336,0.0005331081,0.01099725,0.9591811,0.00005862919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001732639,0.9429089,0.0004045766,0.03748662,0.0156036,0.00001431967,0.0001076206,0.00005471311,0.001687073],"genre_scores_gemma":[0.0197991,0.8469859,0.0006883211,0.02580909,0.1002774,0.00003838337,0.000390138,0.00005466184,0.005957095],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007444672,"threshold_uncertainty_score":0.02490491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762668338551724,"score_gpt":0.2653075945806939,"score_spread":0.2376809111951766,"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."}}