{"id":"W4292227870","doi":"10.2147/cia.s364997","title":"An Easy-to-Implement Clinical-Trial Frailty Index Based on Accumulation of Deficits: Validation in Zoster Vaccine Clinical Trials","year":2022,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"GlaxoSmithKline","keywords":"Medicine; Frailty Index; Clinical trial; Index (typography); Internal medicine; World Wide Web","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2440818,0.001273548,0.001716711,0.002463452,0.0005623593,0.002666622,0.001619096,0.001598607,0.001684391],"category_scores_gemma":[0.338792,0.0005607071,0.00205505,0.002251827,0.001333759,0.002351064,0.002732461,0.002101495,0.0005097805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612832,"about_ca_system_score_gemma":0.003176304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007715046,"about_ca_topic_score_gemma":0.001324009,"domain_scores_codex":[0.897404,0.07600933,0.01232853,0.003049279,0.0101476,0.00106131],"domain_scores_gemma":[0.7324421,0.1670854,0.04923959,0.01667924,0.03152665,0.003026985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03674824,0.003643624,0.4804711,0.004647974,0.00749174,0.0002306604,0.002117555,0.03593463,0.005305133,0.004338741,0.01094932,0.4081213],"study_design_scores_gemma":[0.01421408,0.05094139,0.6651287,0.003120718,0.003630947,0.0009073876,0.000475144,0.2126895,0.01069286,0.008573568,0.02898935,0.0006362788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.71186,0.006556298,0.2279129,0.00239274,0.0006227246,0.03485798,0.004735813,0.001464942,0.009596623],"genre_scores_gemma":[0.8536071,0.0009542743,0.1219568,0.0008835439,0.000162807,0.01905013,0.002729661,0.0001413415,0.000514269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2440818,"threshold_uncertainty_score":0.9321818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.62478608291764,"score_gpt":0.622840312732533,"score_spread":0.001945770185106999,"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."}}