{"id":"W2895258853","doi":"10.1155/2018/5174815","title":"Systematic Review on Resting-State EEG for Alzheimer’s Disease Diagnosis and Progression Assessment","year":2018,"lang":"en","type":"review","venue":"Disease Markers","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":377,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec à Montréal","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Neuroimaging; Dementia; Electroencephalography; Disease; Medicine; Psychiatry; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.0008248003,0.00076369,0.001931231,0.0001801096,0.000294732,0.0002814557,0.0006904997,0.0000776158,0.00002321814],"category_scores_gemma":[0.002954458,0.0005083737,0.0007429601,0.0002846406,0.0002057777,0.0001434909,0.0002781244,0.000236946,0.00004707168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008062,"about_ca_system_score_gemma":0.0003535878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.277023e-7,"about_ca_topic_score_gemma":3.335971e-7,"domain_scores_codex":[0.9951636,0.001240564,0.00107095,0.001372156,0.0006277054,0.0005250874],"domain_scores_gemma":[0.994491,0.002629766,0.00095919,0.0009876676,0.00007610118,0.0008562568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005947168,0.0002060962,0.00001337426,0.9014328,0.0001224706,0.00009349065,0.000006191122,2.697054e-7,6.571764e-8,0.00004241515,0.0138388,0.08418458],"study_design_scores_gemma":[0.0001611248,0.0001934967,0.00002376684,0.821744,0.005780792,0.000004813303,0.000001570225,0.0002536811,0.000001171424,0.00006764864,0.1712124,0.0005554718],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000167869,0.9872534,0.00002678641,0.0002799862,0.0004789015,0.01092179,0.0007350093,0.0001481367,0.0001392375],"genre_scores_gemma":[0.00006818977,0.9899747,0.0001406988,0.00110935,0.00009599601,0.00823655,0.0001048329,0.0001052423,0.0001644778],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1573736,"threshold_uncertainty_score":0.9997368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08751604332456771,"score_gpt":0.4062370183781396,"score_spread":0.3187209750535719,"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."}}