{"id":"W4200368785","doi":"10.1093/geroni/igab046.3602","title":"Family Caregiver Health in a Pandemic","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychological intervention; Pandemic; Depression (economics); Quarter (Canadian coin); Gerontology; Family caregivers; Psychology; Health care; Exploratory research; Caregiver stress; Mental health; Medicine; Psychiatry; Coronavirus disease 2019 (COVID-19); Disease; Dementia","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":[0.001731144,0.0001483873,0.0001984626,0.000378495,0.002129279,0.001035154,0.0002856002,0.0006716944,0.003769007],"category_scores_gemma":[0.004578426,0.0001006646,0.0002311961,0.0004854394,0.0006496115,0.001145984,0.001796475,0.0009804164,0.0001757362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249038,"about_ca_system_score_gemma":0.001831881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01409457,"about_ca_topic_score_gemma":0.01802163,"domain_scores_codex":[0.9992424,0.0004030575,0.00004331089,0.0000382121,0.0000737975,0.0001991059],"domain_scores_gemma":[0.9982126,0.0004148457,0.0004671708,0.00006808774,0.0002758396,0.0005615312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002680326,0.0003438547,0.8491153,0.0004222869,0.00007842905,0.002511479,0.03182359,0.0003336216,0.0006364211,0.002633137,0.01842199,0.09341189],"study_design_scores_gemma":[0.0000473347,0.000721734,0.7766806,0.00150898,0.00007340263,0.0030261,0.1776627,0.0005397404,0.0004632967,0.003165106,0.03605026,0.00006075248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761077,0.004092034,0.0001448378,0.009646248,0.0003211412,0.0000305715,0.0002409897,0.000007176293,0.009409358],"genre_scores_gemma":[0.9972242,0.001390751,0.00009295806,0.0006878188,0.00004297818,0.00001155014,0.00006805259,8.731043e-7,0.0004808309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01409457,"threshold_uncertainty_score":0.02802503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049021395374787,"score_gpt":0.3822227649424276,"score_spread":0.3332013695676406,"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."}}