{"id":"W2269305777","doi":"10.1038/srep11745","title":"Multiple scale model for cell migration in monolayers: Elastic mismatch between cells enhances motility","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Compute Canada","keywords":"Motility; Cancer cell; Elasticity (physics); Cell; Monolayer; Biophysics; Chemistry; Materials science; Cell biology; Cancer; Biology; Nanotechnology; 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":[0.0007245041,0.0001095852,0.0001232943,0.00006581057,0.00009132014,0.00009116957,0.0000968914,0.0001008622,0.000004383636],"category_scores_gemma":[0.0001050473,0.0001087389,0.00008849221,0.0001098856,0.00003726296,0.00001453541,0.00005184298,0.00005815764,0.000006471327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003090494,"about_ca_system_score_gemma":0.0001490476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005705504,"about_ca_topic_score_gemma":0.0005858715,"domain_scores_codex":[0.9986722,0.00002389265,0.0003524717,0.0005729048,0.0001634474,0.0002151244],"domain_scores_gemma":[0.9990745,0.0000123452,0.0001546604,0.0004610776,0.0001858488,0.0001116305],"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":[0.00001249026,0.00009351446,0.002185128,0.0000135024,0.000004317448,0.000001765302,0.0002132061,0.002717285,0.9889799,7.748637e-7,0.005645682,0.0001323921],"study_design_scores_gemma":[0.000182463,0.00005336634,0.00007457183,0.000007374534,0.00001004504,0.000002902528,0.0001340446,0.1191873,0.8686525,0.001101508,0.01049108,0.0001029007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043611,0.0000981828,0.09295627,0.00002815362,0.002050024,0.0003180101,0.00001519364,0.000008979117,0.0001640688],"genre_scores_gemma":[0.9936401,0.000004535786,0.002660575,0.000009354536,0.00009797762,0.00004663279,0.0003377853,0.00001224799,0.003190816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203275,"threshold_uncertainty_score":0.4434246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261750947637788,"score_gpt":0.2625443906952034,"score_spread":0.2363692959314246,"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."}}