{"id":"W4295338985","doi":"10.1016/j.isci.2022.105136","title":"Propagation dynamics of electrotactic motility in large epithelial cell sheets","year":2022,"lang":"en","type":"article","venue":"iScience","topic":"Planarian Biology and Electrostimulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Air Force Office of Scientific Research; National Eye Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Shenzhen Engineering Laboratory of Single-molecule Detection and Instrument Development; Hangzhou Normal University; National Natural Science Foundation of China; Shenzhen Fundamental Research Program; New York University","keywords":"Cell migration; Motility; Epithelium; Directionality; Wound healing; In silico; Dynamics (music); Cell biology; Leading edge; Cell; Biophysics; Biology; Chemistry; Biological system; Physics; Mechanics; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003710028,0.00004567303,0.00005473721,0.00003617323,0.00009070084,0.00000275248,0.0001338155,0.00003704561,0.00002530247],"category_scores_gemma":[0.00004782823,0.00004646937,0.0000188293,0.0001664451,0.00003974636,0.000004096561,0.0000642201,0.00008415832,0.000001113923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000351886,"about_ca_system_score_gemma":0.00008273531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002034115,"about_ca_topic_score_gemma":0.0001515192,"domain_scores_codex":[0.9993868,0.00007861588,0.0001061433,0.0001832007,0.0000838488,0.00016134],"domain_scores_gemma":[0.9997848,0.000007511228,0.00005804607,0.0001152409,0.00001913129,0.00001522087],"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":[0.00007469524,0.0001008651,0.031897,0.000004713207,0.000001349416,0.000001049914,0.00003676916,0.001340591,0.9654987,0.0003268072,0.00004444997,0.0006730257],"study_design_scores_gemma":[0.0007248559,0.0008946398,0.2957002,0.00000232752,0.00000559416,0.00001670373,0.00005654576,0.05804755,0.6428918,0.0005080161,0.0009989227,0.0001528657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945069,0.00007632908,0.004492998,0.000257155,0.00005799399,0.0001096926,0.00005742447,0.000003015418,0.0004385023],"genre_scores_gemma":[0.9995276,0.000006068823,0.00005389473,0.0001238822,0.00001169772,0.00001082003,0.0001512757,0.0000024018,0.0001123199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3226069,"threshold_uncertainty_score":0.1894966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004864937798352527,"score_gpt":0.226273319828451,"score_spread":0.2214083820300985,"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."}}