{"id":"W2792834869","doi":"10.1088/1748-605x/aaaf2b","title":"Human Rett-derived neuronal progenitor cells in 3D graphene scaffold as an <i>in vitro</i> platform to study the effect of electrical stimulation on neuronal differentiation","year":2018,"lang":"en","type":"article","venue":"Biomedical Materials","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Mechanobiology Institute, Singapore; Medical Research Council; National Medical Research Council; National Research Foundation Singapore; National Research Foundation","keywords":"Rett syndrome; Neurogenesis; Neuroscience; Progenitor cell; Stimulation; Induced pluripotent stem cell; Neural stem cell; Deep brain stimulation; Stem cell; Neurodevelopmental disorder; Medicine; Biology; Embryonic stem cell; Cell biology; Internal medicine; Parkinson's disease; Disease; Psychiatry; Autism","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":[0.0001725707,0.0002727676,0.0001550521,0.0002017036,0.0001580234,0.0002174492,0.0001712378,0.0003402618,0.0004652964],"category_scores_gemma":[0.00009704422,0.0000963748,0.0002041486,0.0001591916,0.0001737693,0.0001591796,0.00015241,0.0002220055,0.0001807683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636799,"about_ca_system_score_gemma":0.0001389595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008227834,"about_ca_topic_score_gemma":0.00174627,"domain_scores_codex":[0.9999024,0.0000128584,0.000007502886,0.00002128273,0.00004088941,0.00001509495],"domain_scores_gemma":[0.9999526,0.0000103707,0.00001367189,0.000009303011,0.000008237939,0.000005822097],"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":[0.0000149329,0.0000133619,0.0000980378,0.0000293513,0.000002987537,0.000077738,0.00002912102,0.000433297,0.9980713,0.00009945697,0.00002937899,0.001101053],"study_design_scores_gemma":[0.000002794904,0.0001241298,0.0009016392,0.000003666387,0.000008906096,0.0001038588,0.0000192999,0.001125438,0.9965501,0.00003241633,0.001123027,0.000004750534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853401,0.0006076495,0.01041862,0.00006328333,0.00004030044,0.00007498372,0.0003804898,0.0001263253,0.002948345],"genre_scores_gemma":[0.9825901,0.0005409665,0.01506021,0.00003976183,0.000006500313,0.00008626365,0.0002884838,0.00002155719,0.001366199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008227834,"threshold_uncertainty_score":0.001635969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344904409070583,"score_gpt":0.2904321509605661,"score_spread":0.2669831068698603,"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."}}