{"id":"W1963636573","doi":"10.1371/journal.pone.0071660","title":"Electrical Stimulation Promotes Wound Healing by Enhancing Dermal Fibroblast Activity and Promoting Myofibroblast Transdifferentiation","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Planarian Biology and Electrostimulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-François d'Assise; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Myofibroblast; Fibroblast; Wound healing; Transdifferentiation; Cell biology; Dermal fibroblast; Stimulation; Cell culture; Extracellular matrix; Vimentin; Cell migration; Cell; In vitro; Chemistry; Biology; Medicine; Immunology; Pathology; Fibrosis; Stem cell; Endocrinology; Biochemistry; Immunohistochemistry","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":[0.00009800948,0.0001469338,0.0001532146,0.00003915149,0.0001742361,0.00005014097,0.00005124461,0.0002182156,0.00002041658],"category_scores_gemma":[0.00008617031,0.0001491605,0.00002639569,0.00007366737,0.00003293602,0.00002742148,0.00002241246,0.0001369418,0.000006999768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001969873,"about_ca_system_score_gemma":0.00002529277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002532255,"about_ca_topic_score_gemma":0.00002613466,"domain_scores_codex":[0.9990166,0.00008843276,0.00017369,0.0003270981,0.0001096742,0.0002845502],"domain_scores_gemma":[0.999635,0.00003646129,0.00008672435,0.0001026357,0.00006550281,0.00007361375],"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":[0.00006630805,0.0002390935,0.00841693,0.0000579151,0.00007920156,1.348549e-7,0.00006167206,0.00002274347,0.989867,0.00000407526,0.00006207722,0.001122795],"study_design_scores_gemma":[0.0003849748,0.000449501,0.04418994,0.00005923308,0.00003492719,0.000003551711,0.000002620973,0.02559449,0.9290335,0.00007605105,0.000006294413,0.0001649406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894437,0.0001133415,0.009397353,0.0005070892,0.000007809278,0.0004640054,0.000008143154,0.00003014783,0.00002841304],"genre_scores_gemma":[0.9986006,0.00002038184,0.0006977336,0.00008966724,0.0001058564,0.0000340526,0.0003661097,0.00001654083,0.00006904508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06083358,"threshold_uncertainty_score":0.6082587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102674535189917,"score_gpt":0.2066909194497922,"score_spread":0.195664174097893,"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."}}