{"id":"W3081003223","doi":"10.3389/fneur.2020.00833","title":"The Concept of an Epilepsy Brain Bank","year":2020,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University of British Columbia; Saskatchewan Health; University of Saskatchewan","funders":"University of Saskatchewan; Saskatchewan Health Research Foundation; Heart and Stroke Foundation of Canada","keywords":"Epilepsy; Tissue bank; Medicine; Brain tissue; Neuroscience; Human brain; Neuropharmacology; Pathological; Psychiatry; Pathology; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003651068,0.0006423249,0.0008198161,0.001515566,0.0005991134,0.003538636,0.001519019,0.003087719,0.005991767],"category_scores_gemma":[0.004064162,0.0002521658,0.0006693964,0.001659784,0.002303436,0.006363381,0.002525694,0.003997967,0.002560538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314468,"about_ca_system_score_gemma":0.007706736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326078,"about_ca_topic_score_gemma":0.002733909,"domain_scores_codex":[0.9985932,0.0005185943,0.0002048655,0.000155692,0.0003946714,0.0001330639],"domain_scores_gemma":[0.9978784,0.0009913547,0.0002600091,0.00007937302,0.0005858131,0.0002049035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009505696,0.00005462881,0.0003740985,0.01256777,0.00007590682,0.0005279709,0.0004745482,0.0001836865,0.0006815768,0.1617366,0.1256348,0.6975933],"study_design_scores_gemma":[0.00001107057,0.00002150021,0.0002482586,0.003245398,0.00003096431,0.0006859838,0.0001149707,0.00002068029,0.0001436171,0.005287732,0.9901819,0.000007943047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005787226,0.9624547,0.001606815,0.0167236,0.003055378,0.00005598944,0.0001315381,0.00005444121,0.01533875],"genre_scores_gemma":[0.009113944,0.9662603,0.003118794,0.01249198,0.001311374,0.0001699693,0.000270529,0.00003048509,0.007232611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005991767,"threshold_uncertainty_score":0.02004445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818664272854255,"score_gpt":0.3394014072484108,"score_spread":0.3112147645198682,"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."}}