{"id":"W3023439158","doi":"10.1093/ageing/afaa095","title":"Frailty in the face of COVID-19","year":2020,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Face (sociological concept); Betacoronavirus; Pandemic; Pneumonia; MEDLINE; Virology; Internal medicine; Outbreak; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006667722,0.0002874868,0.0004987823,0.0006849251,0.001093447,0.0009154634,0.0004058294,0.001041939,0.004511094],"category_scores_gemma":[0.005283616,0.0001250027,0.0003947549,0.0005377275,0.0004339323,0.0009978295,0.001181872,0.002277858,0.000602724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000762707,"about_ca_system_score_gemma":0.0007052298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005427878,"about_ca_topic_score_gemma":0.008486379,"domain_scores_codex":[0.9994625,0.0001231429,0.00005526466,0.00007005669,0.0001465661,0.0001424673],"domain_scores_gemma":[0.9990842,0.0001574464,0.0002878931,0.00003017112,0.0002078595,0.0002324132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005822751,0.000227959,0.7785572,0.0006655643,0.0002181072,0.02181409,0.003065144,0.0003184033,0.001341009,0.003486016,0.04717243,0.1425517],"study_design_scores_gemma":[0.00004888646,0.0006754446,0.8527798,0.003953651,0.0003524898,0.07107977,0.004767461,0.001439545,0.0003769588,0.02027251,0.04410209,0.0001514335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8009037,0.06899379,0.004692714,0.07149994,0.002243915,0.0002360393,0.002842263,0.0001593688,0.04842824],"genre_scores_gemma":[0.9778941,0.009883007,0.001152126,0.006702804,0.001067063,0.00005701459,0.0006934898,0.00001945463,0.002530994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005427878,"threshold_uncertainty_score":0.01509112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667210925636129,"score_gpt":0.3196946577844875,"score_spread":0.2529735652208746,"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."}}