{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04989276,0.0002994043,0.001895452,0.001027497,0.0001022299,0.00004321409,0.0005005561,0.0003052331,0.002117489],"category_scores_gemma":[0.03125577,0.0002977767,0.001686682,0.001055661,0.00007775422,0.0001930339,0.0003489426,0.001855289,0.00003961518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998459,"about_ca_system_score_gemma":0.0002725734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476195,"about_ca_topic_score_gemma":0.0003325337,"domain_scores_codex":[0.9768042,0.009494582,0.01133153,0.001092705,0.0008214805,0.0004555141],"domain_scores_gemma":[0.9861104,0.01012472,0.001813732,0.001341521,0.0002546112,0.0003549465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0226188,0.01155679,0.8599457,0.0001216367,0.0001108294,0.00003125728,0.0001290503,0.005827792,0.00002080803,0.0001018129,0.001423378,0.09811217],"study_design_scores_gemma":[0.1055613,0.01182558,0.8311325,0.001766987,0.000240367,0.00000311663,0.0003341222,0.04550357,0.00004764325,0.0005045147,0.002747683,0.0003325293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776702,0.00003792426,0.01148291,0.003725307,0.003306059,0.003397193,0.00008932355,0.00007866637,0.0002124243],"genre_scores_gemma":[0.9938819,0.00001985951,0.00214675,0.002156875,0.0007120512,0.0003584287,0.0004730047,0.00005268189,0.0001984801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09777964,"threshold_uncertainty_score":0.9999474,"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."}}