{"id":"W4409821363","doi":"10.1016/j.inpsyc.2025.100074","title":"Mapping of validated apathy scales onto the apathy diagnostic criteria for neurocognitive disorders","year":2025,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Sunnybrook Health Science Centre; Ontario Brain Institute","funders":"National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Wellcome Trust; Agence Nationale de la Recherche; NIHR Oxford Biomedical Research Centre; Association France Alzheimer; National Health and Medical Research Council; European Commission; Weston Brain Institute; Canadian Institutes of Health Research; Cerevel Therapeutics; Australian Research Council; National Institute on Aging; Alzheimer's Association","keywords":"Apathy; Neurocognitive; Psychology; Clinical psychology; Medicine; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002525326,0.0001659074,0.0002416006,0.0003238061,0.00009129921,0.00004320684,0.0002432395,0.00008451068,0.0001018411],"category_scores_gemma":[0.002217735,0.0001374936,0.0002287896,0.0004809389,0.00009005435,0.000121563,0.0000605901,0.0001552427,0.00001717007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000520732,"about_ca_system_score_gemma":0.00006546723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002644041,"about_ca_topic_score_gemma":0.00002442571,"domain_scores_codex":[0.9986892,0.00006132171,0.0004291238,0.0003273766,0.0003137494,0.0001792812],"domain_scores_gemma":[0.9976672,0.001315222,0.0001961028,0.0002457944,0.0005347264,0.00004097424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004811316,0.008073778,0.6611008,0.001480969,0.004077368,0.00003029174,0.004676322,0.0003913994,0.07322162,0.01959889,0.09098328,0.1315539],"study_design_scores_gemma":[0.01101061,0.0004572209,0.8303298,0.0005791283,0.0006090877,0.00003913404,0.007228467,0.004544603,0.001123423,0.01226169,0.1311785,0.0006383661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052057,0.0003895674,0.06587896,0.01511192,0.003383918,0.001468159,0.0002423151,0.0000741728,0.00824532],"genre_scores_gemma":[0.996582,0.0002306379,0.0006915054,0.001068196,0.0002308157,0.0001740306,0.000151849,0.0000244532,0.0008464869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1692289,"threshold_uncertainty_score":0.5606828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881489030428983,"score_gpt":0.3648989235460999,"score_spread":0.3360840332418101,"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."}}