{"id":"W4384925570","doi":"10.1097/01.nurse.0000942784.14340.1f","title":"The ABCD approach for managing neuropsychiatric symptoms of dementia","year":2023,"lang":"en","type":"article","venue":"Nursing","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Dementia; Psychiatry; Psychology; Medicine; Disease; Pathology","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":[0.001109089,0.0006137731,0.0004344236,0.001324816,0.00126844,0.001116982,0.0009660632,0.0011263,0.005702348],"category_scores_gemma":[0.002301855,0.0001398909,0.0004551367,0.0005874953,0.0005346368,0.001048574,0.002653977,0.002528043,0.002260469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008215377,"about_ca_system_score_gemma":0.003437453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002283959,"about_ca_topic_score_gemma":0.006113676,"domain_scores_codex":[0.9993809,0.0002062353,0.00007600365,0.00004364548,0.0002410317,0.00005213765],"domain_scores_gemma":[0.9992699,0.0001405932,0.00007265364,0.00003221586,0.0002574039,0.0002272488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001283255,0.0009738012,0.003324994,0.001169758,0.0000536119,0.002292242,0.0009672422,0.0002251492,0.0009172266,0.007907757,0.06180749,0.9202325],"study_design_scores_gemma":[0.001078695,0.00225609,0.02298296,0.009371746,0.0002617227,0.04916411,0.004717853,0.002506816,0.001583399,0.0388288,0.8671025,0.0001453012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06533106,0.1198373,0.127294,0.1983633,0.01171568,0.003767768,0.0003895616,0.001502673,0.4717987],"genre_scores_gemma":[0.3124356,0.165993,0.371285,0.0590783,0.005802334,0.004488377,0.0005158277,0.0001564736,0.08024504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005702348,"threshold_uncertainty_score":0.01907623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220923656262076,"score_gpt":0.3340444848500123,"score_spread":0.3119521192238047,"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."}}