{"id":"W3041793918","doi":"10.1038/s41598-020-67169-1","title":"BEaTS-α an open access 3D printed device for in vitro electromechanical stimulation of human induced pluripotent stem cells","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Government of Ontario","keywords":"Stimulation; Induced pluripotent stem cell; Biomedical engineering; Materials science; Human Induced Pluripotent Stem Cells; Stem cell; Silicone; Nanotechnology; Computer science; Cell biology; Neuroscience; Chemistry; Biology; Medicine; Embryonic stem cell; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006389037,0.000156185,0.0002738528,0.0001866605,0.0002098449,0.0006552639,0.001035034,0.00005291703,0.00001149721],"category_scores_gemma":[0.0002602949,0.0001479911,0.00005239047,0.001293504,0.00006763241,0.001428206,0.0004993362,0.0001618458,0.000001976981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004864733,"about_ca_system_score_gemma":0.0001159431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002143974,"about_ca_topic_score_gemma":0.00000894787,"domain_scores_codex":[0.9971983,0.00007419239,0.0006480098,0.001198715,0.0004985137,0.000382279],"domain_scores_gemma":[0.9988505,0.00007031889,0.0002998324,0.0005104438,0.00007758339,0.0001912996],"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":[0.00004322701,0.00009222746,0.00004328751,0.00003268514,6.610686e-7,0.00007190156,0.0001196622,0.0008291685,0.9976593,0.00006555168,0.00002234901,0.001020017],"study_design_scores_gemma":[0.0002269389,0.0002393817,0.0001103518,0.00001801482,0.000005213962,0.00001559357,0.00001480594,0.02844555,0.9702018,0.0003245628,0.0002472556,0.0001504719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996621,0.000002011651,0.0004778051,0.0001138096,0.001428012,0.001243228,0.000003356769,0.0000662507,0.00004454733],"genre_scores_gemma":[0.9994243,4.876862e-7,0.0001719376,0.0002085519,0.00002647704,0.00004992865,0.000005683576,0.00002105788,0.00009157956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02761639,"threshold_uncertainty_score":0.6318725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703116295857975,"score_gpt":0.3754127731289618,"score_spread":0.2051011435431642,"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."}}