{"id":"W4206122608","doi":"10.1007/s10433-021-00680-0","title":"A systematic review of systematic reviews of needs of family caregivers of older adults with dementia","year":2022,"lang":"en","type":"review","venue":"European Journal of Ageing","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation; GF Strong Rehabilitation Centre; University of British Columbia","funders":"","keywords":"Dementia; Systematic review; Context (archaeology); Family caregivers; Inclusion (mineral); Psychological intervention; Needs assessment; Information needs; Critical appraisal; Medicine; Gerontology; MEDLINE; Psychology; Nursing; Alternative medicine; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009815379,0.0004326625,0.008697399,0.0009537275,0.00003341659,0.000008878092,0.00068929,0.00003527531,0.0003413361],"category_scores_gemma":[0.001793723,0.0002565349,0.001756192,0.001142124,0.0001242364,0.00009906087,0.0001839574,0.0005571516,0.000006119767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009095587,"about_ca_system_score_gemma":0.0004253872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005220287,"about_ca_topic_score_gemma":1.847786e-7,"domain_scores_codex":[0.9860258,0.005556453,0.006285859,0.0001862351,0.001683286,0.0002623419],"domain_scores_gemma":[0.98507,0.0005278537,0.01247241,0.0006684394,0.00110108,0.0001601839],"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":[0.00005342644,0.0001901753,0.00001501546,0.985554,0.003146072,0.0005590331,0.0008589302,1.492394e-7,0.000009581325,0.00000366357,0.0001992457,0.00941074],"study_design_scores_gemma":[0.001129246,0.001871776,0.00003632007,0.9583861,0.03010451,0.0005295103,0.002529061,5.245209e-7,0.000008405937,1.296127e-7,0.005248966,0.0001554467],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000267181,0.9904207,0.0001818921,0.00000679179,0.00008665185,0.005787505,0.00001686014,0.000003747628,0.003228685],"genre_scores_gemma":[0.002772782,0.996666,0.0002276724,0.00003280481,0.00003567572,0.00003709513,0.00001494798,0.00007558203,0.0001374658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02716787,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05304453133814444,"score_gpt":0.3252665366235361,"score_spread":0.2722220052853916,"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."}}