{"id":"W4402563843","doi":"10.1088/1741-2552/ad7bec","title":"Building consensus on clinical outcome assessments for BCI devices. A summary of the 10th BCI society meeting 2023 workshop","year":2024,"lang":"en","type":"editorial","venue":"Journal of Neural Engineering","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Reimbursement; Brain–computer interface; Interface (matter); Medicine; Computer science; Medical education; Psychology; Political science; Psychiatry; Health care","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001420569,0.0004074382,0.0008747246,0.0001515248,0.00009599693,0.0001921148,0.001066979,0.000450134,0.000002612682],"category_scores_gemma":[0.004413439,0.0002764066,0.00130311,0.0003010873,0.00007187972,0.0001271679,0.0003400902,0.002823479,0.000001420118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571029,"about_ca_system_score_gemma":0.0001918349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002996449,"about_ca_topic_score_gemma":0.000001307246,"domain_scores_codex":[0.9962857,0.0001290391,0.001671244,0.0004339751,0.001057661,0.0004223535],"domain_scores_gemma":[0.9877815,0.01047135,0.001151144,0.00028312,0.000188302,0.0001245664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001231957,0.00007138864,0.00008454315,0.000925555,0.0002261437,0.0000840896,0.00006891177,0.05039939,0.01555208,0.0000307258,0.9312331,0.001200867],"study_design_scores_gemma":[0.001984746,0.001038481,0.0001359529,0.008689962,0.0005115062,0.0001290825,0.00008013032,0.2021871,0.009321763,0.0000650551,0.7750021,0.0008541148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.08951116,0.0004720839,0.0008239318,0.0007548655,0.9078869,0.0003158528,0.0001260923,0.00005560948,0.00005354086],"genre_scores_gemma":[0.2201483,0.0002601909,0.01098194,0.0006420542,0.7660717,0.00001400151,0.000004354,0.0002770746,0.001600399],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.156231,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07860006907247839,"score_gpt":0.4026391660548462,"score_spread":0.3240390969823678,"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."}}