{"id":"W4377017945","doi":"10.1016/j.bspc.2023.105041","title":"Interactive interface for spatio-temporal mapping of epileptic human brain using characteristics of high frequency oscillations (HFOs)","year":2023,"lang":"en","type":"article","venue":"Biomedical Signal Processing and Control","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Montreal Neurological Institute and Hospital; Providence Health Care","keywords":"Computer science; Spurious relationship; Artificial intelligence; Software; Pattern recognition (psychology); Machine learning","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004432347,0.0008884527,0.0003940843,0.0007517117,0.0001979997,0.0006853245,0.0008765316,0.001006922,0.07392968],"category_scores_gemma":[0.001667165,0.0001859495,0.0003821713,0.0002759994,0.0001552717,0.0005642373,0.00128982,0.0003541143,0.005181354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171175,"about_ca_system_score_gemma":0.0001680282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006577001,"about_ca_topic_score_gemma":0.001101014,"domain_scores_codex":[0.9998826,0.00002314782,0.000008915093,0.00002471708,0.00004281526,0.00001777837],"domain_scores_gemma":[0.9994061,0.0003961469,0.00001769714,0.0000387689,0.00008006211,0.00006116906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00560115,0.0005410736,0.003906535,0.001536702,0.0002702404,0.003242394,0.001648684,0.01148206,0.2438655,0.004806434,0.1523128,0.5707864],"study_design_scores_gemma":[0.00168542,0.001140152,0.02659445,0.0005572463,0.0005028375,0.004867417,0.000824602,0.6053539,0.152714,0.01882499,0.1865975,0.0003374846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0485338,0.0005821909,0.8501246,0.0006392985,0.0005199396,0.0004311821,0.005662188,0.07965748,0.01384932],"genre_scores_gemma":[0.5010396,0.0007864636,0.4444531,0.001380798,0.0004326682,0.001859603,0.005327174,0.008334893,0.03638571],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07392968,"threshold_uncertainty_score":0.2473194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03472215046092648,"score_gpt":0.3355072136567537,"score_spread":0.3007850631958272,"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."}}