{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001792129,0.0001556169,0.0002857751,0.0001782446,0.002766172,0.00001755208,0.0001803468,0.0001010118,0.00137503],"category_scores_gemma":[0.0002526752,0.0001222983,0.00009295315,0.0007079864,0.00003660805,0.00007648787,0.00007868136,0.001366525,0.00001561117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009407353,"about_ca_system_score_gemma":0.0004821812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698617,"about_ca_topic_score_gemma":0.0008612943,"domain_scores_codex":[0.9972076,0.0006937297,0.0006533416,0.0003852496,0.0004487428,0.0006112709],"domain_scores_gemma":[0.9986273,0.0001909524,0.0003471923,0.0006503086,0.00007995336,0.0001043179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001232323,0.0002379716,0.1937838,0.00008923656,0.00001893313,0.000955538,0.1139112,0.0004258759,0.00008515712,0.0003683663,0.6217011,0.06829966],"study_design_scores_gemma":[0.001228341,0.0005361543,0.128426,0.0002956101,0.00007953549,0.0009955144,0.1222053,0.00006942144,0.00002228566,0.01703048,0.7287211,0.0003902691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499124,0.001265506,0.0000361628,0.02440335,0.008699648,0.0009540759,0.00001360376,0.0001981816,0.01451706],"genre_scores_gemma":[0.9907473,0.000003566366,0.00005247829,0.0008152611,0.0003777904,0.000257073,0.00008020958,0.0000356999,0.007630611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10702,"threshold_uncertainty_score":0.9995378,"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."}}