{"id":"W2809798880","doi":"10.3389/fnins.2018.00376","title":"Effect of Stimulation Waveform on the Non-linear Entrainment of Cortical Alpha Oscillations","year":2018,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Baycrest Hospital","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Waveform; Stimulation; Entrainment (biomusicology); Neuroscience; Nonlinear system; Computational model; Population; Brain stimulation; Computer science; Physics; Psychology; Artificial intelligence; Rhythm; Medicine; Acoustics; 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":[0.0001878579,0.0002392097,0.0001755456,0.0001638942,0.0001226061,0.0002889977,0.0002389369,0.0002568805,0.001377418],"category_scores_gemma":[0.002015627,0.0001166712,0.0001799056,0.0001466282,0.0003056728,0.0002315504,0.0002529226,0.0002490439,0.0001268945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667881,"about_ca_system_score_gemma":0.0001544071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002663026,"about_ca_topic_score_gemma":0.0002842598,"domain_scores_codex":[0.9999222,0.00002317825,0.00000664163,0.00001135987,0.0000204441,0.00001607031],"domain_scores_gemma":[0.9993823,0.0004874956,0.00004189863,0.00003425875,0.00002423952,0.00002984046],"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":[0.001233086,0.0001942886,0.003366805,0.0004222883,0.00006172017,0.0008947068,0.0002661425,0.1093087,0.8480198,0.003773212,0.0002903303,0.03216891],"study_design_scores_gemma":[0.0001549615,0.001213265,0.01907609,0.00008017009,0.0001204145,0.0007845577,0.000247206,0.713434,0.2565907,0.006917837,0.001324397,0.00005630212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769933,0.0004799431,0.01925937,0.000162651,0.00004259765,0.00003858233,0.00007209607,0.0001112883,0.00284012],"genre_scores_gemma":[0.9980679,0.0001693275,0.001528793,0.00002860573,0.00000444914,0.00001419749,0.00001454838,0.00001444927,0.0001577168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001377418,"threshold_uncertainty_score":0.004607856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884852392510113,"score_gpt":0.2748670827294974,"score_spread":0.2560185588043963,"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."}}