{"id":"W4295063798","doi":"10.5281/zenodo.7063151","title":"Focal low amplitude periodic spikes on interictal scalp EEG and intracranial EEG for localizing epileptogenic foci","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Electroencephalography; Ictal; Scalp; Neuroscience; EEG-fMRI; Medicine; Audiology; Psychology; Anatomy","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":[0.0003285504,0.0005301456,0.0003060997,0.001018401,0.0001597184,0.0002685141,0.0001432683,0.000241409,0.00173908],"category_scores_gemma":[0.0009140971,0.000102265,0.0002022356,0.0003786287,0.0003106004,0.0003735847,0.0002322714,0.0003231092,0.000264744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131801,"about_ca_system_score_gemma":0.0001861764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000439347,"about_ca_topic_score_gemma":0.000848601,"domain_scores_codex":[0.9998527,0.0000442103,0.00001531602,0.00003171196,0.00003172751,0.00002443537],"domain_scores_gemma":[0.9996715,0.0001421242,0.00005833712,0.0000213468,0.00004881203,0.00005783579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003531852,0.0003717137,0.5115992,0.0007032807,0.0001820493,0.01729271,0.0007086601,0.001031889,0.2615084,0.0005791389,0.0009120896,0.201579],"study_design_scores_gemma":[0.0001590935,0.001470416,0.9490331,0.00004561324,0.0001729304,0.02121937,0.0005596929,0.003926256,0.02162455,0.0004683557,0.001275162,0.00004548392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868455,0.001111435,0.009410897,0.00006654361,0.0000358673,0.00009653116,0.0001207269,0.00006574378,0.002246733],"genre_scores_gemma":[0.9952244,0.0004007079,0.003881241,0.00002065606,0.00002621582,0.0000427861,0.0001019243,0.000005687967,0.0002963748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00173908,"threshold_uncertainty_score":0.005817831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591509258609979,"score_gpt":0.2678718607740152,"score_spread":0.2419567681879154,"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."}}