{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003022745,0.0006527621,0.004195407,0.001213791,0.0000953846,0.0001648228,0.0004802848,0.0006943668,0.0001027974],"category_scores_gemma":[0.009829368,0.0006206739,0.002408452,0.001265962,0.0001089349,0.0001297123,0.0006279515,0.002447971,0.00005827489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061333,"about_ca_system_score_gemma":0.001565469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194707,"about_ca_topic_score_gemma":0.004020203,"domain_scores_codex":[0.9931415,0.001085192,0.003616619,0.001154681,0.0003355611,0.0006664642],"domain_scores_gemma":[0.994351,0.003385564,0.0009506308,0.0009739941,0.0001326061,0.000206153],"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":[0.00001275783,0.001042133,0.02084478,0.05639315,0.0006799303,0.003139347,0.0001217321,0.000001064625,0.000001708728,0.000116213,0.002500922,0.9151463],"study_design_scores_gemma":[0.001950682,0.00009331544,0.003855754,0.2377939,0.0009168839,0.0001813733,0.00004864288,0.0000157037,0.00001207689,0.00004871286,0.7544891,0.0005938782],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002274187,0.9908138,0.0009017997,0.002315832,0.001538226,0.001634672,0.00002263119,0.0001318825,0.0003670029],"genre_scores_gemma":[0.003668076,0.9856091,0.006877797,0.001206343,0.0006001176,0.0004445694,0.0004794278,0.0001908877,0.0009237124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9145524,"threshold_uncertainty_score":0.9998534,"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."}}