{"id":"W1967500626","doi":"10.1016/j.neunet.2013.01.005","title":"Synthesis of high-complexity rhythmic signals for closed-loop electrical neuromodulation","year":2013,"lang":"en","type":"article","venue":"Neural Networks","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Neuromodulation; Computer science; Neuroscience; Rhythm; Waveform; Central pattern generator; Stimulation; Psychology; Physics; Telecommunications","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":[0.0001631408,0.0003435641,0.0001929363,0.0001218681,0.0001474773,0.0003530156,0.0002201831,0.0002759781,0.002735453],"category_scores_gemma":[0.0006551704,0.0001015981,0.0001593067,0.0001539831,0.0001345838,0.0003479979,0.0002626607,0.0002885459,0.0004019666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202876,"about_ca_system_score_gemma":0.0001376216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001954574,"about_ca_topic_score_gemma":0.0004889794,"domain_scores_codex":[0.9999206,0.00002045564,0.000006654464,0.00001816952,0.00002679116,0.000007262926],"domain_scores_gemma":[0.9998568,0.00007965472,0.00001295117,0.00001609996,0.00002692695,0.000007522518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003211196,0.0000842275,0.000410329,0.000358133,0.00005415798,0.0001480471,0.0001732392,0.07406002,0.508198,0.02616957,0.001488117,0.3885351],"study_design_scores_gemma":[0.00005057706,0.0002619229,0.0008826228,0.00004154836,0.00002608141,0.0001757812,0.00003024934,0.8619382,0.1110986,0.01531478,0.01016041,0.00001914363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02771014,0.0001649429,0.9684268,0.00008433519,0.00005493261,0.00002791306,0.00004179316,0.0002907199,0.003198421],"genre_scores_gemma":[0.7301612,0.0002500559,0.2654872,0.00006331745,0.00006610033,0.00009191301,0.0001436194,0.0001053464,0.003631329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002735453,"threshold_uncertainty_score":0.009151042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04051310975866516,"score_gpt":0.2663201035838215,"score_spread":0.2258069938251564,"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."}}