{"id":"W4224273659","doi":"10.3390/nursrep12020027","title":"Before the COVID-Vaccine—Vulnerable Elderly in Homecare","year":2022,"lang":"en","type":"article","venue":"Nursing Reports","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Loneliness; Isolation (microbiology); Social isolation; Medicine; Coronavirus disease 2019 (COVID-19); Comorbidity; Population; Gerontology; Health care; Family medicine; Disease; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000611386,0.0001665484,0.0001641058,0.0002605387,0.00208552,0.001009425,0.0001924114,0.0005523775,0.001949675],"category_scores_gemma":[0.002134867,0.00008725095,0.0001982519,0.0002382869,0.0006955482,0.0009740392,0.001603047,0.0008256442,0.0001688236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008738496,"about_ca_system_score_gemma":0.001047704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004371986,"about_ca_topic_score_gemma":0.00930116,"domain_scores_codex":[0.9996188,0.0001626396,0.00002899799,0.00002371071,0.00004742886,0.0001185083],"domain_scores_gemma":[0.9991628,0.0001611926,0.0002240744,0.00002392439,0.0001205482,0.0003075226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003418392,0.0004311484,0.6894133,0.0005076213,0.00005187493,0.0211058,0.1900644,0.0001216779,0.003055701,0.001947905,0.01251655,0.08044214],"study_design_scores_gemma":[0.00001907527,0.001287046,0.5273542,0.0009977677,0.0000580606,0.01171217,0.412438,0.0001608691,0.001097121,0.001408337,0.04341612,0.0000511552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906786,0.001882385,0.000158594,0.003260014,0.0001214617,0.00002410431,0.00004958825,0.000006295799,0.003818898],"genre_scores_gemma":[0.9972185,0.001002627,0.00010297,0.0008779786,0.00004692264,0.00001074382,0.00002986336,0.000001780521,0.0007086719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004371986,"threshold_uncertainty_score":0.008693099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131014216853104,"score_gpt":0.380743929463871,"score_spread":0.3494337872953399,"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."}}