{"id":"W4313678773","doi":"10.1177/11786329221144889","title":"The Financial Risks of Unpaid Caregiving During the COVID-19 Pandemic: Results From a Self-reported Survey in a Canadian Jurisdiction","year":2023,"lang":"en","type":"article","venue":"Health Services Insights","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Pandemic; Business; Jurisdiction; Welfare; Government (linguistics); Health care; Demographic economics; Stressor; Mental health; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Political science; Economic growth; Economics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001696057,0.0003312767,0.0002543506,0.001318185,0.003034875,0.00129762,0.001005061,0.0003465513,0.001309308],"category_scores_gemma":[0.004650329,0.000273108,0.0005019196,0.002347544,0.0007783719,0.0005568117,0.001490896,0.0007558107,0.0001646348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01826627,"about_ca_system_score_gemma":0.02423065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890494,"about_ca_topic_score_gemma":0.9946445,"domain_scores_codex":[0.9988378,0.000155486,0.00009227612,0.00009029651,0.0004855554,0.0003386085],"domain_scores_gemma":[0.9969352,0.0002437559,0.0008132159,0.0000920712,0.001213079,0.0007026295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003458504,0.00005859691,0.9836188,0.00005983481,0.00002661042,0.00008877444,0.008733539,0.00004125604,0.00007663009,0.00005303285,0.001089871,0.006118556],"study_design_scores_gemma":[0.000003692252,0.00002430689,0.9849261,0.00005405221,0.000009428639,0.00003619337,0.01405303,0.0001051769,0.0000260311,0.000009840766,0.0007417928,0.00001032319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967721,0.0002849046,0.00004838173,0.000307769,0.000007705339,0.00005716522,0.001059104,0.000003020261,0.001459844],"genre_scores_gemma":[0.9980215,0.000625708,0.0001297867,0.0001450338,0.000005042749,0.00002758248,0.0006021873,0.000002384806,0.0004409368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01826627,"threshold_uncertainty_score":0.1325317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292171780913998,"score_gpt":0.4247585010808081,"score_spread":0.2955413229894083,"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."}}