{"id":"W4380883988","doi":"10.1002/alz.059359","title":"The multifaceted impact of COVID‐19 on dementia caregivers","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respite care; Dementia; Coronavirus disease 2019 (COVID-19); Boredom; Pandemic; Intervention (counseling); Psychology; Telehealth; Gerontology; Quarter (Canadian coin); Isolation (microbiology); Severe dementia; Medicine; Telemedicine; Psychiatry; Health care; Nursing; Disease; Social psychology; Infectious disease (medical specialty); Political science","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":[0.002146346,0.0003487537,0.0003084951,0.0008297948,0.002814684,0.001400738,0.0004682151,0.0004413167,0.003269623],"category_scores_gemma":[0.008030532,0.0002471812,0.0004810287,0.0004998511,0.0009725347,0.001111933,0.004000187,0.001119646,0.000177018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011836,"about_ca_system_score_gemma":0.002903861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511144,"about_ca_topic_score_gemma":0.03404544,"domain_scores_codex":[0.9981856,0.0008478849,0.000124023,0.0001015046,0.0002880895,0.0004529448],"domain_scores_gemma":[0.9958715,0.001310392,0.001111057,0.000183403,0.0005985154,0.0009250272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003189945,0.000412168,0.7017426,0.000950198,0.0002806432,0.00746861,0.07652303,0.0005651459,0.001672246,0.001664983,0.009634183,0.1987671],"study_design_scores_gemma":[0.00002554935,0.0003848575,0.8178836,0.001460198,0.0001582993,0.004404253,0.1566653,0.0006758752,0.0007512166,0.003204038,0.01428979,0.00009703384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823552,0.002919863,0.0005447562,0.00402993,0.00009005814,0.00005929375,0.000205739,0.00002081698,0.009774326],"genre_scores_gemma":[0.9981145,0.0008994885,0.0003137244,0.0002758096,0.00002835035,0.0000220806,0.00004151433,0.000002281473,0.0003023887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511144,"threshold_uncertainty_score":0.030047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658055293148944,"score_gpt":0.3663749436735184,"score_spread":0.319794390742029,"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."}}