{"id":"W3127477784","doi":"10.1016/j.celrep.2021.108696","title":"Gamma frequency activation of inhibitory neurons in the acute phase after stroke attenuates vascular and behavioral dysfunction","year":2021,"lang":"en","type":"article","venue":"Cell Reports","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of British Columbia","funders":"Canadian Institutes of Health Research; Fondation Leducq; Michael Smith Health Research BC; Fondation Brain Canada; Heart and Stroke Foundation of Canada","keywords":"Optogenetics; Stroke (engine); Neuroprotection; Neuroscience; Stimulation; Forelimb; Inhibitory postsynaptic potential; Medicine; Motor cortex; Lesion; Stroke recovery; Biology; Rehabilitation; Pathology","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":[0.000151939,0.00009810491,0.0001085038,0.0000628196,0.00005912574,0.00003879593,0.00003701741,0.0000500312,0.00002461028],"category_scores_gemma":[0.00007879854,0.00007747781,0.00005930204,0.0001994238,0.00005795495,0.0002176019,0.0000332548,0.0001549766,9.623985e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001942208,"about_ca_system_score_gemma":0.00003604562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003554574,"about_ca_topic_score_gemma":0.00001396643,"domain_scores_codex":[0.9989077,0.0001118865,0.0002695428,0.0003405228,0.0002402054,0.0001300796],"domain_scores_gemma":[0.9994382,0.00006092888,0.0001552349,0.0002781926,0.00003812893,0.00002926395],"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":[0.00001764589,0.0002310696,0.00616414,0.00001322052,0.000001650294,0.0009438336,0.0001248892,0.00001284415,0.9907261,0.00001381387,0.00004109752,0.001709688],"study_design_scores_gemma":[0.0004435582,0.0002027767,0.02596323,0.00001954774,0.00005030008,0.0002904574,0.00008742642,0.0003138297,0.9717032,0.0003274806,0.0004783032,0.0001199012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987941,0.00003611769,0.0001052721,0.0001561404,0.0003599501,0.0001775521,0.000006948849,0.0000141534,0.0003497618],"genre_scores_gemma":[0.9994214,0.00004624406,0.00002725827,0.0002126233,0.00003833407,0.00002627917,0.00001433918,0.00001023646,0.0002032704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01979909,"threshold_uncertainty_score":0.3159454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974535069036234,"score_gpt":0.2597793020312163,"score_spread":0.240033951340854,"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."}}