{"id":"W4411771325","doi":"10.58914/ijyesspe.2024-9.spl.52","title":"A study on the combined effect of Trataka and Kapalbhati on EEG waves","year":2025,"lang":"en","type":"article","venue":"Indian Journal of YOGA Exercise & Sport Science and Physical Education","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Electroencephalography; Brain waves; Computer science; Psychology; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002715924,0.0003916212,0.0006504237,0.00025588,0.0002652111,0.0002879169,0.0002798706,0.0003346788,0.002539065],"category_scores_gemma":[0.001011932,0.0001624578,0.0004083634,0.0002439073,0.0002433495,0.0003151,0.00032608,0.0005476585,0.0002179308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127586,"about_ca_system_score_gemma":0.0002732779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000892622,"about_ca_topic_score_gemma":0.00217406,"domain_scores_codex":[0.9997777,0.00005212851,0.00002603451,0.00007322451,0.00004806986,0.00002292742],"domain_scores_gemma":[0.9996418,0.0001632185,0.00005249662,0.00002710179,0.00005797339,0.00005737361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0338428,0.02512164,0.008923721,0.005873331,0.001273418,0.0009384284,0.005344443,0.0004983644,0.5362716,0.0005477254,0.0008067486,0.3805577],"study_design_scores_gemma":[0.007774744,0.428238,0.3939728,0.0008230468,0.005780926,0.002843841,0.007953717,0.004599676,0.1272361,0.0008448282,0.01975298,0.0001793656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965519,0.001514432,0.0007200236,0.00009728652,0.00004561006,0.000141863,0.00005602696,0.00001279897,0.000859971],"genre_scores_gemma":[0.9883488,0.003226642,0.005367047,0.0001563414,0.00007136883,0.000395505,0.00008964172,0.00001147449,0.002333108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002539065,"threshold_uncertainty_score":0.00849402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155303494653716,"score_gpt":0.3488544452776337,"score_spread":0.3373014103310965,"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."}}