{"id":"W3001021240","doi":"10.1038/s41375-020-0712-5","title":"Simplified frailty assessment tools: are we really capturing frailty or something else?","year":2020,"lang":"en","type":"letter","venue":"Leukemia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Gerontology; Medicine; MEDLINE; Intensive care medicine; Biology","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":[0.009197842,0.0006577662,0.001810222,0.0009774701,0.003035963,0.003750199,0.001719487,0.02851439,0.006805794],"category_scores_gemma":[0.04325379,0.0005905424,0.001179409,0.0009758938,0.002513139,0.005509112,0.002440858,0.02904465,0.005012015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004068503,"about_ca_system_score_gemma":0.007664413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066013,"about_ca_topic_score_gemma":0.02231643,"domain_scores_codex":[0.9938653,0.002512597,0.001274622,0.0004278268,0.001272715,0.0006470279],"domain_scores_gemma":[0.9720494,0.01420426,0.001793431,0.0006218952,0.006423098,0.004907975],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009619969,0.00006651266,0.006600727,0.0001241717,0.000026854,0.0008525657,0.0001862853,0.00006643361,0.0001167192,0.003063099,0.9372736,0.05152681],"study_design_scores_gemma":[0.0004663703,0.0002621152,0.01361104,0.003078884,0.0001504111,0.003796944,0.002158182,0.001422507,0.0002217832,0.02803656,0.946601,0.000194158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000397398,0.0009872044,0.0001046282,0.9914082,0.005764259,0.000009219965,0.00006453325,0.00001252159,0.001252036],"genre_scores_gemma":[0.005833964,0.002347827,0.001005049,0.9535887,0.03363285,0.00008449236,0.0001250681,0.00002366901,0.003358421],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9908022,"threshold_uncertainty_score":0.04864347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132190017098233,"score_gpt":0.3428776299719856,"score_spread":0.2296586282621624,"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."}}