{"id":"W4416394204","doi":"10.1016/j.jgo.2025.102430","title":"MoCA vs. MMSE: Which tool should be used to screen for cognitive impairment in geriatric oncology","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Geriatric oncology; Geriatrics; Cognition; Montreal Cognitive Assessment","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002216695,0.0004251802,0.001996443,0.002248152,0.0001581796,0.00002577919,0.0002676541,0.0005963496,0.0002861468],"category_scores_gemma":[0.002801076,0.0003759298,0.0004129929,0.002520031,0.0001146854,0.0001684043,0.0002254683,0.0009895735,0.00003010655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003681321,"about_ca_system_score_gemma":0.004221078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001036147,"about_ca_topic_score_gemma":0.0005851384,"domain_scores_codex":[0.9958941,0.0003794483,0.001846004,0.0005134754,0.0005129926,0.0008540275],"domain_scores_gemma":[0.994303,0.002344403,0.0008827005,0.0002211445,0.00193747,0.0003112065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1322557,0.01143161,0.09964328,0.0009763371,0.006118636,0.002278929,0.006377468,0.0004026173,0.004795198,0.0003865344,0.5560929,0.1792408],"study_design_scores_gemma":[0.08484159,0.08024771,0.4208105,0.0008855553,0.005622845,0.001244262,0.005188263,0.0002251815,0.001533434,0.0007686713,0.3976806,0.0009513649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8711194,0.001610278,0.004052033,0.1066201,0.003500545,0.005090955,0.0001150766,0.00005846902,0.007833192],"genre_scores_gemma":[0.9786719,0.00104198,0.00395673,0.01197844,0.001775596,0.0004311521,0.00002699758,0.00006637149,0.002050795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3211672,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400944109239241,"score_gpt":0.3907181735863099,"score_spread":0.3506237626623858,"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."}}