{"id":"W3176629812","doi":"10.3390/su13137107","title":"Impact of the COVID-19 Pandemic on Family Carers of Older People Living with Dementia in Italy and Hungary","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Pandemic; Government (linguistics); Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Gerontology; Psychology; Medicine; Family member; Economic growth; Geography; Disease; Family medicine; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007561157,0.00006683673,0.0001307937,0.00003549322,0.0001547854,0.0000172184,0.0001031823,0.00004758065,0.00002310903],"category_scores_gemma":[0.001506885,0.0000481791,0.00007683833,0.00031066,0.0002045118,0.00006597821,0.00007027247,0.00008902758,3.578616e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008309563,"about_ca_system_score_gemma":0.002497986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01676185,"about_ca_topic_score_gemma":0.04604268,"domain_scores_codex":[0.9989392,0.0003223034,0.0001573187,0.0001734183,0.0002417283,0.0001660238],"domain_scores_gemma":[0.9989747,0.0003061559,0.00007320051,0.0001665117,0.0004248543,0.00005456988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001109608,0.00005203627,0.9749293,0.00007664056,0.00001997406,0.000001238457,0.01906232,0.001359335,0.0001625241,0.004147535,0.00002240341,0.0001555689],"study_design_scores_gemma":[0.0001226668,0.00004502619,0.9626031,0.00002555418,0.00001087691,5.189726e-7,0.03571656,0.0001106821,0.000006526631,0.001282125,0.00002143573,0.00005492629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998508,0.000127391,0.00009978769,0.0003703863,0.00004183354,0.0001895772,0.000009828368,0.000005468446,0.0006477018],"genre_scores_gemma":[0.9997532,0.0000214961,0.00001448,0.00009731048,0.00001111518,0.000007264496,0.000001712121,0.000004069855,0.00008935007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02928084,"threshold_uncertainty_score":0.9897856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129877059848467,"score_gpt":0.3095765674177765,"score_spread":0.2982777968192918,"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."}}