{"id":"W4324320321","doi":"10.1159/000529396","title":"Accuracy of Observer-Rated Measurement Scales for Depression Assessment in Patients with Major Neurocognitive Disorders Residing in Long-Term Care Centers: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Neurocognitive; Dementia; Depression (economics); Rating scale; Psychology; Population; Psychiatry; Psychometrics; Clinical psychology; Medicine; Cognition; Internal medicine; Developmental psychology; Disease","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":[0.03704439,0.001537738,0.0107104,0.01172621,0.0007447795,0.003825759,0.002709229,0.002208411,0.002059863],"category_scores_gemma":[0.1757166,0.001471087,0.01173272,0.01211443,0.001333554,0.003146907,0.001864118,0.001203423,0.000243637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004833872,"about_ca_system_score_gemma":0.01174642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01225699,"about_ca_topic_score_gemma":0.02762652,"domain_scores_codex":[0.9596856,0.014832,0.01612541,0.002759719,0.006099812,0.0004974708],"domain_scores_gemma":[0.7986331,0.1550943,0.03041889,0.002621071,0.01270375,0.0005290416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003400316,0.00001976392,0.005672162,0.9443113,0.0198389,0.00005922245,0.0002847129,0.00009921318,0.0000755317,0.0001148476,0.0007532564,0.02843109],"study_design_scores_gemma":[0.0004239009,0.0002766294,0.01930293,0.8412708,0.1321648,0.0002752755,0.0004652873,0.0002058068,0.000185427,0.0002284908,0.005133397,0.00006724628],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003395941,0.9944969,0.0002776436,0.0002519749,0.0001091665,0.0005507319,0.0006684852,0.00001105414,0.0002381602],"genre_scores_gemma":[0.09905076,0.8939857,0.002372696,0.0008519181,0.0001907753,0.002430762,0.0009804087,0.00001618109,0.0001207237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03704439,"threshold_uncertainty_score":0.1959118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916161611465449,"score_gpt":0.3521122605996468,"score_spread":0.3229506444849923,"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."}}