{"id":"W2898486565","doi":"10.1007/978-3-319-95294-9_15","title":"Traction Force Microscopy for Noninvasive Imaging of Cell Forces","year":2018,"lang":"en","type":"review","venue":"Advances in experimental medicine and biology","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"Mechanobiology; Tractive force; Traction (geology); Microscopy; Nanotechnology; Cell mechanics; Scanning Force Microscopy; Atomic force microscopy; Computer science; Biomedical engineering; Chemistry; Materials science; Engineering; Cell; Physics; Medicine; Anatomy; Mechanical engineering; Optics; Cytoskeleton","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":[0.0006559504,0.0008363193,0.0008620688,0.001876611,0.0002688384,0.0008099157,0.001140351,0.001218849,0.002949191],"category_scores_gemma":[0.0006588227,0.0002911604,0.0003618494,0.001736199,0.0008137632,0.001554588,0.0009102187,0.001776256,0.0017245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006205622,"about_ca_system_score_gemma":0.0009444624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324154,"about_ca_topic_score_gemma":0.002318556,"domain_scores_codex":[0.9998128,0.00002430017,0.00001354992,0.00004158307,0.00008488876,0.0000229481],"domain_scores_gemma":[0.9997107,0.0001510602,0.00003357936,0.00001197494,0.00007156379,0.00002108018],"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":[0.00004850993,0.00004953492,0.0001649491,0.007795647,0.00005525287,0.0001561791,0.00005814522,0.0003214349,0.01109744,0.008658778,0.02664742,0.9449468],"study_design_scores_gemma":[0.00001148926,0.00004063481,0.0005005067,0.00135937,0.00005464305,0.0008430648,0.00004057541,0.0002755988,0.004205047,0.004919212,0.9877204,0.00002927882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002029703,0.995678,0.001442712,0.000547032,0.000379527,0.00000704707,0.00003190132,0.00001951043,0.001691409],"genre_scores_gemma":[0.002039431,0.9939609,0.001240044,0.000340055,0.0003625968,0.00001462325,0.00005209265,0.00000516658,0.001985114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002949191,"threshold_uncertainty_score":0.009865999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695015299850959,"score_gpt":0.4017488535075255,"score_spread":0.3747987005090159,"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."}}