{"id":"W2092610327","doi":"10.1016/j.yexcr.2013.06.009","title":"Toward single cell traction microscopy within 3D collagen matrices","year":2013,"lang":"en","type":"review","venue":"Experimental Cell Research","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Center for Research Resources; National Institute of General Medical Sciences; National Cancer Institute; National Institutes of Health","keywords":"Biology; Traction (geology); Microscopy; Cell biology; Biophysics; Optics; Physics","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":[0.001327147,0.001261922,0.001061911,0.002288943,0.0003463682,0.001234876,0.001726617,0.001723176,0.00185644],"category_scores_gemma":[0.0008568603,0.0007877439,0.0003637529,0.002149394,0.001558374,0.002305858,0.001391077,0.00251888,0.002365452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523095,"about_ca_system_score_gemma":0.0009951466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640549,"about_ca_topic_score_gemma":0.003547676,"domain_scores_codex":[0.9996822,0.00003637567,0.00002329409,0.00006794249,0.0001611527,0.00002920151],"domain_scores_gemma":[0.9995337,0.0001993708,0.00004215075,0.00002202909,0.000167059,0.00003568412],"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":[0.00006146249,0.0000749141,0.000147737,0.009121303,0.00005106394,0.0002233838,0.00008479228,0.000688049,0.03202353,0.0158605,0.02699884,0.9146644],"study_design_scores_gemma":[0.00001966444,0.00006915054,0.0006359189,0.001532287,0.00005630441,0.001262022,0.00005778108,0.0007591873,0.01531178,0.007167002,0.9730777,0.00005127445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000391377,0.9892855,0.006567901,0.000532572,0.0006195978,0.00001393543,0.00003052185,0.00003426135,0.002524348],"genre_scores_gemma":[0.002142518,0.9874024,0.005586341,0.0004666037,0.0004264929,0.00003093788,0.00005964826,0.00001293626,0.003872107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002288943,"threshold_uncertainty_score":0.01105088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382068748175431,"score_gpt":0.4292190774285502,"score_spread":0.2910122026110071,"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."}}