{"id":"W2119419588","doi":"10.1513/pats.201202-017aw","title":"Mechanical Aspects of Lung Fibrosis: A Spotlight on the Myofibroblast","year":2012,"lang":"en","type":"article","venue":"Proceedings of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Medicine; Myofibroblast; Fibrosis; Lung fibrosis; Contraction (grammar); Pulmonary fibrosis; Lung; Pathology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004476554,0.0002103438,0.0004649095,0.00002778162,0.000144075,0.00001368384,0.0003667965,0.00006279868,0.00004276677],"category_scores_gemma":[0.0001730654,0.0001143431,0.0007803191,0.0005822853,0.000585851,0.0001212912,0.0001951857,0.0003014416,0.000007448361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005501,"about_ca_system_score_gemma":0.00006386985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003327561,"about_ca_topic_score_gemma":8.879088e-8,"domain_scores_codex":[0.9984783,0.00002068254,0.0003365139,0.0002186861,0.000556867,0.0003889575],"domain_scores_gemma":[0.9986876,0.0001194312,0.0005659924,0.0002501637,0.0002228819,0.0001539126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007792917,0.001666572,0.02740751,0.002124757,0.001004422,9.103522e-7,0.004431796,0.000001653415,0.8336949,0.07632138,0.04183329,0.003719863],"study_design_scores_gemma":[0.001013084,0.007877756,0.1428982,0.005729221,0.002566889,0.0001607246,0.01971709,0.001984773,0.8099913,0.002855322,0.004293885,0.0009117553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884245,0.0002842768,0.00001770701,0.004436403,0.0001297891,0.0004606283,0.00002844068,0.00005053134,0.006167773],"genre_scores_gemma":[0.9972669,0.00007450977,0.0008100815,0.001291001,0.0003409281,0.00003155876,0.000001336998,0.0000358493,0.0001478429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154907,"threshold_uncertainty_score":0.4662776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622598278571186,"score_gpt":0.2898566305334609,"score_spread":0.273630647747749,"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."}}