{"id":"W4229007292","doi":"10.1016/j.jagp.2022.04.014","title":"Commentary on Agitation in Cognitive Disorders: Use of the National Alzheimer’s Coordinating Center Uniform Data Set (NACC-UDS) to Evaluate International Psychogeriatric Association Definition","year":2022,"lang":"en","type":"editorial","venue":"American Journal of Geriatric Psychiatry","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"National Institute on Aging","keywords":"Psychiatry; Antipsychotic; Medicine; Association (psychology); Psychomotor agitation; Dementia; Antipsychotic drug; Concomitant; Cognition; Psychology; Schizophrenia (object-oriented programming); Psychotherapist; Disease; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0309241,0.003213901,0.00613478,0.004552853,0.005147101,0.008669386,0.00746195,0.03228145,0.005152217],"category_scores_gemma":[0.1258277,0.00238351,0.004330063,0.003797638,0.00457226,0.005288245,0.00265325,0.046243,0.004138771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008325804,"about_ca_system_score_gemma":0.01461242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01945444,"about_ca_topic_score_gemma":0.03143176,"domain_scores_codex":[0.9814859,0.005129461,0.003892689,0.001857514,0.006692756,0.0009416469],"domain_scores_gemma":[0.8960665,0.05848996,0.005588109,0.002005935,0.03193638,0.005913093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003968361,0.000008127595,0.0001140973,0.0002389242,0.00005958836,0.00006355803,0.00002731361,0.00002132077,0.00001306168,0.0002465769,0.9974892,0.001678436],"study_design_scores_gemma":[0.0007857357,0.00009982442,0.002804776,0.005278187,0.0009781633,0.0004359756,0.0003852691,0.0007545567,0.0002292884,0.002730666,0.9853855,0.0001320305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0001257667,0.003434436,0.0001612093,0.2310567,0.7635364,0.00007553313,0.0005062289,0.00005072568,0.001053062],"genre_scores_gemma":[0.001514495,0.002696228,0.0003844355,0.3385728,0.6534891,0.000220631,0.0002423467,0.00007620135,0.002803799],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03228145,"threshold_uncertainty_score":0.1635442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08263573254589691,"score_gpt":0.4209042188939084,"score_spread":0.3382684863480115,"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."}}