{"id":"W4394848552","doi":"10.1177/14713012241247339","title":"The impact on employment and education of caregiving for a family member with young onset dementia: A scoping review","year":2024,"lang":"en","type":"review","venue":"Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; Sinai Health System; University of Waterloo; University Health Network; University of Toronto; University of British Columbia, Okanagan Campus","funders":"Canadian Institutes of Health Research; Academy of Finland","keywords":"Dementia; Family member; Psychology; Gerontology; Family caregivers; Medicine; Developmental psychology; Psychiatry; Family medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009891975,0.0004723956,0.0012837,0.0002329844,0.0001778876,0.0001179803,0.0001631243,0.00009091182,0.0000675146],"category_scores_gemma":[0.00007854514,0.0002392936,0.0005023005,0.0003687848,0.0001016023,0.00006103702,0.0001273842,0.0002934394,0.00001758736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136871,"about_ca_system_score_gemma":0.001669054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005122064,"about_ca_topic_score_gemma":0.00002446386,"domain_scores_codex":[0.9975039,0.0001678826,0.0007367032,0.0005392997,0.0005964301,0.000455741],"domain_scores_gemma":[0.9985414,0.000223496,0.0003553696,0.0004459337,0.0002812484,0.0001526183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000723643,0.0002091712,0.0008724536,0.2360326,0.005161125,0.0000097579,0.0000385882,3.139326e-8,0.00000137559,0.00005859637,0.01346724,0.7440767],"study_design_scores_gemma":[0.0005483014,0.001438786,0.0008155666,0.7519568,0.0256773,0.00010535,0.00007752623,0.000003571233,0.000006634223,0.00002146185,0.2190581,0.0002906408],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002506932,0.9892743,0.00007795512,0.00009667315,0.0001703734,0.008486531,0.00006899924,0.00002507703,0.00154941],"genre_scores_gemma":[0.0007493703,0.9949752,0.0001103486,0.0001282822,0.00009701282,0.002773705,0.0002864148,0.00007964364,0.000800011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.743786,"threshold_uncertainty_score":0.9758109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05551102369261968,"score_gpt":0.442397402190609,"score_spread":0.3868863784979893,"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."}}