{"id":"W4414371256","doi":"10.1891/ehpp-2025-0009","title":"A Survey of 1,144 ECT Recipients, Family Members, and Friends: Incidence, Severity, and Duration of Memory Deficits","year":2025,"lang":"en","type":"article","venue":"Ethical Human Psychology and Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Traffic Injury Research Foundation","funders":"University of East London","keywords":"Anterograde amnesia; Retrograde amnesia; Amnesia; Memory disorder; Psychopathology; Memory impairment; Electroconvulsive therapy; Rating scale","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":[],"consensus_categories":[],"category_scores_codex":[0.002566691,0.0001699715,0.0004520965,0.0002122974,0.0005381207,0.000004044987,0.0001206219,0.001240436,0.0001096589],"category_scores_gemma":[0.00026166,0.0001570549,0.0000327415,0.0003426839,0.0004334569,0.00005717172,0.0001171213,0.001806515,0.000002925228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001127011,"about_ca_system_score_gemma":0.0002497763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009173938,"about_ca_topic_score_gemma":0.003183305,"domain_scores_codex":[0.9965694,0.001669598,0.0008719857,0.0004306933,0.0001599908,0.0002983275],"domain_scores_gemma":[0.9981975,0.0008527349,0.0003280064,0.0002751981,0.0002107139,0.0001358527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003320647,0.00007899305,0.9698111,0.0009349447,0.00003201356,7.128606e-7,0.001631745,4.7108e-8,0.00003708478,0.008377743,0.0165816,0.002181964],"study_design_scores_gemma":[0.001319061,0.0001782303,0.9878057,0.0003749019,0.00004195322,0.000001822592,0.0005350436,0.00000928922,0.000001232528,0.008874455,0.0007384497,0.000119906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799504,0.005740248,0.00009530185,0.006150039,0.00148862,0.0004316171,0.00008064807,0.00002600365,0.00603707],"genre_scores_gemma":[0.991928,0.001595998,0.0002806093,0.005682291,0.0001248204,0.00001851793,0.00003954161,0.00001085427,0.0003193476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01799456,"threshold_uncertainty_score":0.9567376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07370865163467238,"score_gpt":0.4717281712006273,"score_spread":0.3980195195659549,"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."}}