{"id":"W1969049128","doi":"10.1039/c2ib00149g","title":"The mechanical memory of lung myofibroblasts","year":2012,"lang":"en","type":"article","venue":"Integrative Biology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":379,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Royal Society of Chemistry; Canadian Institutes of Health Research; Royal Society","keywords":"Myofibroblast; Fibroblast; Fibrosis; Lung; Priming (agriculture); Extracellular matrix; Pulmonary fibrosis; Pathology; Fibronectin; Cell biology; Mesenchymal stem cell; Chemistry; Immunology; Medicine; Biology; In vitro; Internal medicine; Biochemistry","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":[0.0002072704,0.0001151681,0.0002378382,0.00003391675,0.00006977474,0.000003036423,0.00009950931,0.0001059035,0.0001329699],"category_scores_gemma":[0.0002064736,0.0000572164,0.0001665391,0.00007483218,0.0002811062,0.00004378705,0.00005310859,0.0001619129,0.00003090341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005004889,"about_ca_system_score_gemma":0.00006020055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004389136,"about_ca_topic_score_gemma":0.000005004126,"domain_scores_codex":[0.9991989,0.0001219946,0.0002250131,0.0001175728,0.00007283449,0.0002637469],"domain_scores_gemma":[0.9992779,0.0002090793,0.00007981681,0.0001880799,0.0001305168,0.000114562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01017662,0.000668135,0.01818631,0.0001342326,0.0006055763,0.00001207831,0.001251309,2.931703e-7,0.4673944,0.469148,0.01423451,0.0181885],"study_design_scores_gemma":[0.006141798,0.04098726,0.1069322,0.002380512,0.001661721,0.0009140796,0.01291937,0.002959958,0.6031771,0.01681203,0.2034037,0.001710208],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419015,0.01183986,0.005313268,0.00329616,0.002785039,0.0009235517,0.0001430756,0.00009883136,0.0336987],"genre_scores_gemma":[0.9985623,0.00008777039,0.0002056982,0.0001950824,0.0003429579,0.00002133633,0.00001876749,0.000009029241,0.0005570637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.452336,"threshold_uncertainty_score":0.2333217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051399459314317,"score_gpt":0.2999765900217803,"score_spread":0.2894625954286371,"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."}}