{"id":"W2996018277","doi":"10.1002/brb3.1475","title":"Factors for cognitive impairment in adult epileptic patients","year":2019,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Memory span; Hamd; Verbal fluency test; Epilepsy; Cognition; Psychology; Depression (economics); Anxiety; Audiology; Medicine; Cognitive impairment; Internal medicine; Psychiatry; Neuropsychology; Working memory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005627068,0.00009898241,0.0001725286,0.00007724322,0.00002306128,0.000009366253,0.00001965619,0.00004629794,0.0001367695],"category_scores_gemma":[0.0000908833,0.00006852758,0.00006762091,0.00005279032,0.00002639508,0.00003586842,0.00001781244,0.00006826672,0.00002931069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005170164,"about_ca_system_score_gemma":0.00003261213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004149694,"about_ca_topic_score_gemma":0.00003503318,"domain_scores_codex":[0.9993103,0.00001699276,0.0001182893,0.0001893457,0.0001380947,0.0002269636],"domain_scores_gemma":[0.9995309,0.00015461,0.00002125268,0.00007595414,0.00007931649,0.0001379423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002098077,0.001319053,0.9895342,0.00006004022,0.00001715109,0.00001004722,0.0002523125,7.628544e-9,0.0001391752,0.00002559989,0.0001793885,0.008253243],"study_design_scores_gemma":[0.007820572,0.002751216,0.9880673,0.0001081092,0.00007091387,0.000001239997,0.0004485542,0.000006496186,0.0005936947,0.00001269686,0.00004704305,0.00007214238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972206,0.0000221784,0.000002211107,0.0002651522,0.00004918075,0.002204434,0.00007595171,0.00001231397,0.0001479634],"genre_scores_gemma":[0.9980628,0.000009097042,0.00005775444,0.000251209,0.00001372581,0.0002767143,0.0002035966,0.00001148752,0.001113651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008181101,"threshold_uncertainty_score":0.2794474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584348070845143,"score_gpt":0.3242131472061477,"score_spread":0.2983696664976963,"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."}}