{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0003572424,0.001396201,0.002336524,0.0004203036,0.0003138118,0.0003853273,0.001101366,0.00254094,0.001367196],"category_scores_gemma":[0.00139304,0.001189269,0.000684883,0.0006343826,0.0002177573,0.0003986338,0.0006160894,0.01122248,0.0005378448],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004597064,"about_ca_system_score_gemma":0.00331852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004876869,"about_ca_topic_score_gemma":0.0001489873,"domain_scores_codex":[0.9925153,0.0002952797,0.001478269,0.001982875,0.002167741,0.00156057],"domain_scores_gemma":[0.9947094,0.00129813,0.0009578616,0.00213971,0.0003265426,0.0005683007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001569935,0.00003847921,0.0002321162,0.00296254,0.0006081863,0.01367049,0.0008745414,0.00005549305,0.0005747114,0.00001575276,0.9669168,0.01389393],"study_design_scores_gemma":[0.003278058,0.0003677799,0.002238029,0.00380472,0.0007164098,0.0004153225,0.0003649313,0.0005890492,0.0005442128,0.0004837642,0.9858545,0.001343192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001779229,0.0004726606,0.001665806,0.9693794,0.002067215,0.002032139,0.0005421884,0.001268683,0.02079267],"genre_scores_gemma":[0.007039522,0.0004951789,0.01249119,0.9152886,0.01618916,0.0002859329,0.002368855,0.0005815046,0.04526004],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05409079,"threshold_uncertainty_score":0.9998788,"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."}}