{"id":"W4390200826","doi":"10.1002/alz.077011","title":"Dementia caregiver burden and its toll on caregiver health","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Caregiver burden; Dementia; Ethnic group; Gerontology; Mental health; Family caregivers; Psychology; Population; Medicine; Psychiatry; Disease; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001688412,0.0002729279,0.0003790018,0.000990725,0.001100789,0.00165665,0.0003372062,0.0003793549,0.009044736],"category_scores_gemma":[0.0100454,0.0001751043,0.0004768762,0.001249232,0.0003383192,0.001050342,0.002111269,0.0008452398,0.0004364201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009383239,"about_ca_system_score_gemma":0.00107594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114207,"about_ca_topic_score_gemma":0.01590009,"domain_scores_codex":[0.9982795,0.0008311148,0.0001637605,0.00009959609,0.000269982,0.0003560559],"domain_scores_gemma":[0.9953497,0.001307475,0.001417504,0.0002049685,0.000789605,0.0009308213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001714791,0.0001341136,0.9225059,0.0002546306,0.0001836223,0.0002489832,0.001970302,0.0002340125,0.00005624158,0.001035181,0.01178972,0.06141589],"study_design_scores_gemma":[0.00001355088,0.00007258248,0.9885302,0.0005087878,0.00007414142,0.0002811549,0.004196081,0.0003802354,0.00005894507,0.0009720286,0.004893676,0.00001862647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617332,0.008212385,0.0002805645,0.0106967,0.0002872579,0.00004358183,0.004554778,0.0000173442,0.01417407],"genre_scores_gemma":[0.9967693,0.001595152,0.0001303631,0.000354203,0.00009239378,0.00002623102,0.0005465533,0.000001936153,0.0004838457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114207,"threshold_uncertainty_score":0.03025764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04387473863803008,"score_gpt":0.3363505394892483,"score_spread":0.2924758008512182,"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."}}