{"id":"W4318263111","doi":"10.1016/j.brainres.2023.148263","title":"A novel ex vivo assay to define charge-balanced electrical stimulation parameters for neural precursor cell activation in vivo","year":2023,"lang":"en","type":"article","venue":"Brain Research","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Ex vivo; In vivo; Stimulation; Neuroscience; Neural stem cell; Endogeny; Biology; Cell biology; Stem cell; Biochemistry","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":[0.0004306634,0.0005251784,0.0002504777,0.0002212071,0.0001408196,0.0004080941,0.0002595432,0.0004306207,0.001249945],"category_scores_gemma":[0.0003827308,0.0001573171,0.0001555593,0.0001662446,0.0002405133,0.0003603491,0.0002038405,0.0005863391,0.0003803772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270776,"about_ca_system_score_gemma":0.0002964719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002600664,"about_ca_topic_score_gemma":0.0004890581,"domain_scores_codex":[0.9997696,0.00003885982,0.00002542682,0.00005759377,0.00008662306,0.0000219338],"domain_scores_gemma":[0.9997517,0.00009710174,0.00005011505,0.00002311325,0.00005770914,0.00002032064],"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":[0.00001146001,0.00001049532,0.00003345528,0.00002065256,7.368022e-7,0.0000073149,0.000005995027,0.00004716861,0.9988264,0.00004404832,0.00001200082,0.00098033],"study_design_scores_gemma":[0.000003383336,0.00009604229,0.0004896951,0.000002933375,0.000004474428,0.00005547851,0.000006899058,0.000680684,0.997789,0.00003685599,0.0008311375,0.000003382039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7095798,0.002660277,0.2808802,0.0002249002,0.0001454263,0.0003894765,0.0007684436,0.0004798041,0.004871692],"genre_scores_gemma":[0.8560457,0.002457713,0.1340089,0.0001672693,0.00004896018,0.000727442,0.0007527096,0.00009854358,0.005692823],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001249945,"threshold_uncertainty_score":0.004181445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576017839343465,"score_gpt":0.3894068784564165,"score_spread":0.23180509452207,"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."}}