{"id":"W2131733642","doi":"10.1017/s1041610213001476","title":"The relationship between unmet care needs in young-onset dementia and the course of neuropsychiatric symptoms: a two-year follow-up study","year":2013,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Dementia; Needs assessment; Medicine; Psychological intervention; Caregiver burden; Social needs; Psychiatry; Gerontology; Psychology; Health care; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002168037,0.0003937368,0.0008437531,0.001719415,0.001448217,0.001007188,0.0005671349,0.0008413759,0.0009236773],"category_scores_gemma":[0.004523566,0.0004720539,0.001274141,0.001304248,0.000405311,0.001063395,0.00112262,0.001370421,0.0003537583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117131,"about_ca_system_score_gemma":0.0009101142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02817375,"about_ca_topic_score_gemma":0.03736116,"domain_scores_codex":[0.999275,0.0001896131,0.0001023712,0.0001009129,0.0001716009,0.0001604413],"domain_scores_gemma":[0.9967907,0.000372252,0.001140724,0.0001757901,0.0007220062,0.0007985439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001955693,0.0002432119,0.9972608,0.00001333972,0.00005666683,0.0001628493,0.0006978444,0.0000197869,0.00007109992,0.000004065136,0.00007844724,0.001196222],"study_design_scores_gemma":[0.000008803137,0.0002892137,0.9988329,0.00000643387,0.0000233477,0.00008696417,0.000583854,0.00004943213,0.00002361483,0.000005898007,0.00008455804,0.000005109818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999338,0.0001412532,0.00004006715,0.00002753389,0.000005237353,0.00002954271,0.000242172,0.000002361315,0.0001738419],"genre_scores_gemma":[0.9988275,0.0001068351,0.0001064203,0.00003140247,0.000007422353,0.00005176306,0.0006109239,0.000001637613,0.0002561066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02817375,"threshold_uncertainty_score":0.05601948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161182093086117,"score_gpt":0.3351540392414474,"score_spread":0.3190358299328357,"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."}}