{"id":"W2043360705","doi":"10.1016/j.actbio.2014.10.005","title":"Human corneal epithelial cell response to substrate stiffness","year":2014,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Keratoconus; Cornea; Materials science; Cell biology; Cytoskeleton; Biophysics; Integrin; Actin; Cell adhesion; Cell; Adhesion; Mechanotransduction; Chemistry; Biology; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003501804,0.0002142774,0.0002295505,0.0001776345,0.0003159239,0.0005263694,0.0001019106,0.0004354624,0.00516167],"category_scores_gemma":[0.0005646222,0.0002022231,0.0002853903,0.0003042603,0.0002770255,0.0002692306,0.0002178734,0.0005091512,0.0005248817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002873175,"about_ca_system_score_gemma":0.0002820833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922121,"about_ca_topic_score_gemma":0.003437878,"domain_scores_codex":[0.999552,0.0001274222,0.00004848789,0.00004536141,0.0001008089,0.0001259586],"domain_scores_gemma":[0.9994767,0.0002749964,0.00002819556,0.00006093768,0.0001118486,0.00004721472],"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":[0.001265956,0.0001086728,0.001692385,0.0001043592,0.00001531213,0.0002421382,0.0002488495,0.0003838163,0.9937825,0.00007720145,0.000164399,0.001914489],"study_design_scores_gemma":[0.0000783305,0.001893396,0.03907482,0.00001965406,0.00003131417,0.000270667,0.001117364,0.002179732,0.9534337,0.00009038452,0.001789535,0.00002112979],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968544,0.0005728613,0.0003270168,0.00008131588,0.00003824598,0.00001709932,0.0002628726,0.000009067544,0.001837156],"genre_scores_gemma":[0.9968722,0.0003988192,0.0003554843,0.00008622618,0.000009975715,0.00002159294,0.0003844252,0.000004335508,0.001866887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00516167,"threshold_uncertainty_score":0.01726753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676203479187092,"score_gpt":0.2669213539855952,"score_spread":0.2501593191937243,"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."}}