{"id":"W4412475149","doi":"10.1017/s135561772510115x","title":"Recognizing improved Complex Figure memory assessment: The Emory 4-choice Complex Figure recognition task","year":2025,"lang":"en","type":"article","venue":"Journal of the International Neuropsychological Society","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Emory University","keywords":"Psychology; Montreal Cognitive Assessment; Task (project management); Cognition; Audiology; Neuropsychology; Cognitive psychology; Cognitive impairment; Medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001407763,0.0008559679,0.0005857699,0.000899054,0.000206426,0.0007611085,0.0005262147,0.0007719425,0.003419647],"category_scores_gemma":[0.004524304,0.0001792587,0.0003461744,0.0002230097,0.0003157357,0.001009023,0.0007162545,0.0003849803,0.0008077718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002233872,"about_ca_system_score_gemma":0.0001610122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00164588,"about_ca_topic_score_gemma":0.002907987,"domain_scores_codex":[0.9994993,0.00009529051,0.00007146048,0.0001980318,0.00009867153,0.00003719933],"domain_scores_gemma":[0.9984449,0.0004889163,0.00057503,0.000226785,0.0001571267,0.0001074019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006868397,0.00241425,0.8732717,0.0002268968,0.0005967164,0.0006027505,0.001326621,0.001393015,0.03121221,0.000187338,0.002028011,0.07987211],"study_design_scores_gemma":[0.0001307682,0.002087865,0.9911588,0.00001442395,0.00005843744,0.0008665621,0.0002037188,0.001705121,0.003089563,0.0001164856,0.0005432186,0.00002508894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988278,0.00005899668,0.0003652481,0.00001441916,0.000004995243,0.00003782166,0.0001456149,0.0000083819,0.0005367436],"genre_scores_gemma":[0.9982523,0.0000293567,0.000654602,0.00003480637,0.00001103401,0.00004048834,0.0003539278,0.000005197673,0.0006182193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003419647,"threshold_uncertainty_score":0.0114398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04476223334938868,"score_gpt":0.3519322535805756,"score_spread":0.3071700202311869,"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."}}