{"id":"W4387499123","doi":"10.2196/47510","title":"Sociodemographic Profile, Health Conditions, and Burden of Informal Caregivers of Older Adults in Brazil During the COVID-19 Pandemic: Cross-Sectional, Exploratory, Noninterventional, Descriptive Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pró-Reitoria de Pesquisa e Pós-Graduação, Universidade Federal do Pará; Universidade Federal do Pará","keywords":"Pandemic; Context (archaeology); Descriptive statistics; Cross-sectional study; Gerontology; Quality of life (healthcare); Descriptive research; Caregiver burden; Medicine; Population; Psychology; Coronavirus disease 2019 (COVID-19); Disease; Nursing; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008204225,0.000232812,0.0004155247,0.001123587,0.0005878124,0.0004471826,0.0002226965,0.0002814759,0.0006664654],"category_scores_gemma":[0.002219189,0.0003378707,0.0003262112,0.0006962735,0.0004151096,0.0004297012,0.0007205465,0.0002693738,0.0000868708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004939006,"about_ca_system_score_gemma":0.0006159052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00850652,"about_ca_topic_score_gemma":0.01719146,"domain_scores_codex":[0.999637,0.00008729512,0.00006548042,0.00005614475,0.00008111875,0.00007299828],"domain_scores_gemma":[0.9989828,0.000173897,0.0005052693,0.0000493016,0.0001326621,0.0001559281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003873123,0.0001229398,0.9936202,0.0000898927,0.00001523997,0.0001568114,0.003517022,0.000009455629,0.0002828731,0.00002611537,0.00007894061,0.002041819],"study_design_scores_gemma":[0.000008687301,0.0003959129,0.9838302,0.0001154232,0.00002321273,0.0005398565,0.01443979,0.00005915448,0.00009318135,0.00002674356,0.0004604999,0.000007347281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999252,0.0002312384,0.00003823915,0.00002517077,0.000002010661,0.00005720244,0.0001364159,0.000001030766,0.0002567281],"genre_scores_gemma":[0.9992722,0.0002935075,0.000116134,0.00003822716,0.000003717039,0.00007202869,0.0001307586,5.98033e-7,0.00007285759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00850652,"threshold_uncertainty_score":0.01691401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2081292913080842,"score_gpt":0.5149692767386294,"score_spread":0.3068399854305452,"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."}}