{"id":"W3158724288","doi":"10.2147/cia.s295522","title":"Considering Frailty in SARS-CoV-2 Vaccine Development: How Geriatricians Can Assist","year":2021,"lang":"en","type":"review","venue":"Clinical Interventions in Aging","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North; Dalhousie University","funders":"Canadian Institutes of Health Research; National Institute on Aging; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Pandemic; Vaccination; Vulnerability (computing); Gerontology; Population; Clinical trial; Coronavirus disease 2019 (COVID-19); Health care; MEDLINE; Geriatrics; Disease; Environmental health; Infectious disease (medical specialty); Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.06282617,0.001320903,0.001885112,0.001769438,0.005363652,0.01250217,0.003054771,0.01618107,0.007526803],"category_scores_gemma":[0.1376527,0.001068248,0.002224772,0.0008466415,0.006320126,0.01737983,0.01363642,0.02107848,0.003408827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004287164,"about_ca_system_score_gemma":0.02735707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007684654,"about_ca_topic_score_gemma":0.02303675,"domain_scores_codex":[0.9658202,0.02338595,0.002785934,0.001388571,0.003760866,0.002858558],"domain_scores_gemma":[0.9159861,0.04243807,0.005412119,0.002855848,0.01332605,0.01998181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003521516,0.0004741322,0.01475234,0.003305122,0.0003514367,0.002322459,0.01863635,0.001480104,0.001625031,0.02128893,0.4106737,0.5247383],"study_design_scores_gemma":[0.0003056768,0.001063389,0.009947608,0.01391148,0.0005781567,0.002229044,0.02119388,0.001566562,0.001384605,0.08202565,0.8654016,0.0003923867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005668521,0.0431254,0.00791038,0.9246899,0.01045832,0.0002129968,0.0000832391,0.0003317238,0.007519556],"genre_scores_gemma":[0.1659409,0.09977035,0.05801726,0.6374298,0.02868555,0.001039683,0.0002820758,0.0003402315,0.008494269],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06282617,"threshold_uncertainty_score":0.3322605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2811907588883325,"score_gpt":0.5146109037109244,"score_spread":0.2334201448225919,"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."}}