{"id":"W4288462470","doi":"10.18280/ts.390327","title":"EEG-Based Anamoly Detection for Autistic Kids – A Pilot Study","year":2022,"lang":"en","type":"article","venue":"Traitement du signal","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Electroencephalography; Anomaly detection; Autism; Context (archaeology); Autism spectrum disorder; Computer science; Psychology; Artificial intelligence; Pattern recognition (psychology); Neuroscience; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005765906,0.000422372,0.0004105442,0.0007116826,0.0002186947,0.0003302066,0.0004158924,0.0004951367,0.001484243],"category_scores_gemma":[0.002777824,0.0001545433,0.0003802035,0.000172712,0.0002597098,0.0003362789,0.0004116059,0.0004163978,0.0005655163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423347,"about_ca_system_score_gemma":0.0002740891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004264667,"about_ca_topic_score_gemma":0.004740246,"domain_scores_codex":[0.9996326,0.0001319354,0.00004262516,0.00008659864,0.00006246073,0.00004379817],"domain_scores_gemma":[0.998175,0.0007160711,0.0001033787,0.0001467451,0.000594778,0.0002640098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005441477,0.01009136,0.5010393,0.001536933,0.0003763911,0.02326032,0.01070563,0.003759386,0.1336725,0.0004716502,0.005310247,0.3043349],"study_design_scores_gemma":[0.0003664329,0.01735152,0.925849,0.0001090012,0.0002051223,0.01258684,0.006804087,0.01592333,0.01577134,0.0002420087,0.004704079,0.00008729821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997009,0.00007763306,0.001704537,0.00006407504,0.00001319934,0.0001698598,0.0002938891,0.0001144877,0.0005533318],"genre_scores_gemma":[0.9927304,0.0001373265,0.005867698,0.00005006655,0.00001372906,0.0001416995,0.0003350356,0.00001599906,0.0007080069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004264667,"threshold_uncertainty_score":0.008479655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05057997343387452,"score_gpt":0.2817959128585723,"score_spread":0.2312159394246978,"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."}}