{"id":"W2886223525","doi":"10.1152/ajplung.00543.2017","title":"Novel differences in gene expression and functional capabilities of myofibroblast populations in idiopathic pulmonary fibrosis","year":2018,"lang":"en","type":"article","venue":"American Journal of Physiology-Lung Cellular and Molecular Physiology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Myofibroblast; Idiopathic pulmonary fibrosis; Fibrocyte; Fibroblast; Pulmonary fibrosis; Chemokine; Fibrosis; Biology; Cancer research; Pathology; Extracellular matrix; Cell biology; Lung; Immunology; Medicine; Inflammation; Cell culture; Internal medicine; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001753965,0.0001201869,0.000153311,0.0004223094,0.00008827126,0.0001918545,0.00006060405,0.0002067928,0.0007533482],"category_scores_gemma":[0.0002560428,0.00007116652,0.00009352063,0.000165363,0.0001598273,0.0001414778,0.0001120891,0.0001488478,0.0001328092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005922226,"about_ca_system_score_gemma":0.00004637452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009902706,"about_ca_topic_score_gemma":0.0001463393,"domain_scores_codex":[0.9998957,0.0000214482,0.000009902384,0.00003466538,0.00002005174,0.00001827249],"domain_scores_gemma":[0.9998555,0.00005853557,0.00002864213,0.00001160801,0.00002044179,0.00002520255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001672811,0.00001889015,0.004758472,0.000025388,0.000005257139,0.0001049541,0.0000492612,0.00001624829,0.9925163,0.0000445828,0.00001358814,0.002279805],"study_design_scores_gemma":[0.00003085909,0.000707672,0.6740788,0.00002056851,0.00005759089,0.004788045,0.00030157,0.0006683773,0.3164844,0.0003589871,0.002490779,0.00001240671],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980062,0.0007524793,0.0007444176,0.00001637682,0.000003637143,0.000006301645,0.0001468627,0.000006725509,0.0003169189],"genre_scores_gemma":[0.9975921,0.0003606998,0.0009584068,0.00003199747,0.000009475239,0.00002064392,0.000373471,0.000004563744,0.000648557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007533482,"threshold_uncertainty_score":0.002520204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226074945013596,"score_gpt":0.240582455795994,"score_spread":0.2283217063458581,"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."}}