{"id":"W2531275489","doi":"10.1039/c6ib00135a","title":"Stiffness of pancreatic cancer cells is associated with increased invasive potential","year":2016,"lang":"en","type":"article","venue":"Integrative Biology","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Vancouver Biotech (Canada); BC Cancer Agency","funders":"Jonsson Comprehensive Cancer Center; National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Institutes of Health","keywords":"Pancreatic cancer; Stiffness; Cancer cell; Cancer; Cancer research; Biology; Medicine; Chemistry; Internal medicine; Endocrinology; Materials science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00006926346,0.0001646365,0.000235755,0.00004951945,0.00004053094,0.000005109843,0.0001445153,0.0001644397,0.0003777124],"category_scores_gemma":[0.0001581934,0.00008996837,0.00009040698,0.00007139619,0.0001623888,0.000004270949,0.00005279484,0.00006536132,0.000008363502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003442879,"about_ca_system_score_gemma":0.0001667918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004054719,"about_ca_topic_score_gemma":0.0006552971,"domain_scores_codex":[0.9991466,0.0001260596,0.0001918076,0.0002940671,0.00005698765,0.0001844929],"domain_scores_gemma":[0.9991576,0.00006701806,0.0001917009,0.0002000829,0.0003301519,0.00005345527],"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":[0.0001856287,0.00007272612,0.0008814121,0.000003143517,0.0003115883,0.000002426893,0.00004838248,6.312356e-7,0.995953,0.0003268034,0.0008663287,0.001347957],"study_design_scores_gemma":[0.0007256222,0.0005660469,0.001598448,0.000100761,0.00005618134,0.000004744964,0.000118358,0.00001948551,0.9946434,0.0002404143,0.001776271,0.0001502962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912964,0.0002168744,0.007185426,0.0001555007,0.0002001531,0.0001538736,0.0004757504,0.000007262718,0.0003087352],"genre_scores_gemma":[0.9984781,0.0003155278,0.00006042703,0.0001833695,0.00005936443,0.00004741364,0.0001175184,0.00001591164,0.0007224188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007181625,"threshold_uncertainty_score":0.4135686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008465902112504912,"score_gpt":0.2483517368288106,"score_spread":0.2398858347163056,"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."}}