{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009495889,0.00014481,0.0002814973,0.0006775402,0.0007035687,0.0009191582,0.0002692231,0.0002733904,0.0009938257],"category_scores_gemma":[0.002204446,0.00009830767,0.0003354939,0.0006716637,0.0007195611,0.0004825808,0.001464385,0.0003863073,0.00009257338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192475,"about_ca_system_score_gemma":0.001048192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04682685,"about_ca_topic_score_gemma":0.05930292,"domain_scores_codex":[0.9993284,0.0002373835,0.0000484107,0.00003961104,0.00007437242,0.0002719296],"domain_scores_gemma":[0.9992367,0.0001668479,0.0003018702,0.00003279185,0.00008520985,0.0001767115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001933551,0.0001195065,0.9644894,0.00007911684,0.00005102442,0.001256918,0.02252121,0.0001312904,0.0002944929,0.0001798128,0.0008648096,0.009819067],"study_design_scores_gemma":[0.000004565576,0.00004792887,0.9745393,0.00003255958,0.00001128924,0.0002237377,0.02433734,0.00005716249,0.00004378522,0.00001900507,0.0006775983,0.000005720685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991217,0.0001159169,0.000009360487,0.0001303528,0.000003405568,0.000004724449,0.00006382892,6.054391e-7,0.0005501734],"genre_scores_gemma":[0.9996108,0.0001493424,0.00001264169,0.00005930477,0.000004119909,0.000004850062,0.00006631276,5.307388e-7,0.00009199119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04682685,"threshold_uncertainty_score":0.09310853,"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."}}