{"id":"W2169992315","doi":"10.1098/rsfs.2013.0038","title":"Introduction to cell–hydrogel mechanosensing","year":2014,"lang":"en","type":"review","venue":"Interface Focus","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Computer science; Data science; Bioinformatics; Computational biology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005126089,0.001242992,0.0008973958,0.002237506,0.0004241151,0.000881078,0.0008275085,0.001211336,0.006477321],"category_scores_gemma":[0.0003731256,0.0005028826,0.0005193964,0.002053556,0.001194669,0.001542323,0.001145416,0.002241994,0.006383108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008694545,"about_ca_system_score_gemma":0.0007206591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008751045,"about_ca_topic_score_gemma":0.001016688,"domain_scores_codex":[0.9997885,0.00002338732,0.00002391446,0.00005206042,0.00008850261,0.00002355589],"domain_scores_gemma":[0.9997855,0.00009660705,0.00002507918,0.00001475181,0.00005613146,0.00002206484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006815827,0.00008758325,0.0001214835,0.01148842,0.00005480056,0.0005233659,0.0001929953,0.0006045988,0.02963321,0.030454,0.04818811,0.8785833],"study_design_scores_gemma":[0.00000411462,0.00002711015,0.0001718591,0.0005431828,0.000009223379,0.0005488773,0.00001393637,0.00005384299,0.002976284,0.002309222,0.9933304,0.00001191692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003793762,0.9845807,0.003041493,0.0007071127,0.001544643,0.00003308674,0.00006654296,0.00004736732,0.009599703],"genre_scores_gemma":[0.004364965,0.9761543,0.002520732,0.00129529,0.0009514178,0.00006575744,0.0001204723,0.00002001646,0.01450707],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006477321,"threshold_uncertainty_score":0.02166879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367987879563148,"score_gpt":0.2972639732796605,"score_spread":0.283584094484029,"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."}}