{"id":"W4381309527","doi":"10.1001/jamapediatrics.2023.1744","title":"A Moral Imperative to Advance Brain-Computer Interfaces for Children With Neurological Disability","year":2023,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Interface (matter); Brain–computer interface; Human–computer interaction; Physical medicine and rehabilitation; Psychiatry; Electroencephalography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000283038,0.0002916183,0.000298422,0.0001148304,0.0002057034,0.000261419,0.0006396092,0.0001064228,0.00001437626],"category_scores_gemma":[0.0008646427,0.0002095848,0.00009560589,0.0009805737,0.0001715253,0.0003570916,0.0003862178,0.0003048566,0.000106446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003171922,"about_ca_system_score_gemma":0.00003464134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006403893,"about_ca_topic_score_gemma":0.00001155189,"domain_scores_codex":[0.9976302,0.0001482888,0.0003045792,0.0009834543,0.0003304172,0.0006030261],"domain_scores_gemma":[0.9975048,0.001749074,0.00009789163,0.0003770149,0.00007661481,0.0001945573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002279212,0.001125366,0.5759811,0.0002306744,0.00005208749,0.0001299795,0.00651583,0.03062181,0.01108638,0.004414255,0.2274767,0.1400865],"study_design_scores_gemma":[0.005976416,0.01505379,0.8261914,0.00004954672,0.00009853116,0.0002283989,0.0001977625,0.06507989,0.06537274,0.004828027,0.01437735,0.002546196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798306,0.00001300366,0.007869675,0.01014132,0.0005037116,0.0009692567,0.000177048,0.0004339527,0.00006141187],"genre_scores_gemma":[0.9875671,0.00001199372,0.005122598,0.005770253,0.001161163,0.0001213986,0.0000127757,0.00003398404,0.000198714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2502102,"threshold_uncertainty_score":0.8546621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307921207305344,"score_gpt":0.2872196497604529,"score_spread":0.2641404376873995,"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."}}