{"id":"W3208369639","doi":"10.1080/15265161.2021.1980135","title":"A Critique of the Use of the Clinical Frailty Scale in Triage","year":2021,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Triage; Bioethics; Scale (ratio); Gerontology; Medicine; Psychology; Medical emergency; Political science; Law","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003204097,0.0002946875,0.001716612,0.0001416371,0.00006056198,0.00002317253,0.001305072,0.0005802422,0.0000460085],"category_scores_gemma":[0.007381862,0.000133923,0.001274747,0.0009334451,0.006641802,0.00006053447,0.0003319285,0.01187007,0.000001496322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000997696,"about_ca_system_score_gemma":0.001779533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008712669,"about_ca_topic_score_gemma":0.0002481717,"domain_scores_codex":[0.9923598,0.00361488,0.002093672,0.0002327466,0.001377192,0.0003217387],"domain_scores_gemma":[0.9883383,0.005366291,0.00366498,0.001602289,0.0009471164,0.00008104476],"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":[0.001172142,0.0005751253,0.03102799,0.0005894073,0.0009655085,0.0004534203,0.004212506,0.00004773324,0.001016529,0.00003363518,0.9425656,0.01734044],"study_design_scores_gemma":[0.007944054,0.005315034,0.1696254,0.0225496,0.003344358,0.004087624,0.005065617,0.000121497,0.009987628,0.001500346,0.7695753,0.0008836041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2142988,0.0003368491,0.00006149094,0.7838876,0.0009086298,0.0003472614,0.00007949356,0.000003891131,0.00007602551],"genre_scores_gemma":[0.2122998,0.002356848,0.002288384,0.7783742,0.003081017,0.000005151955,0.000007059907,0.00009790703,0.001489634],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1729903,"threshold_uncertainty_score":0.9960616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2260761568073372,"score_gpt":0.4238173922564263,"score_spread":0.1977412354490892,"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."}}