{"id":"W4413430875","doi":"10.1016/j.jgo.2025.102343","title":"Should we stop doing comprehensive geriatric assessments in patients under 75 with cancer?","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"University of Toronto; Canadian Cancer Society; Princess Margaret Cancer Foundation","keywords":"Medicine; Cancer; Geriatric oncology; Gerontology; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000280286,0.0002455373,0.0009840664,0.001068779,0.00006056505,0.00002083884,0.000221615,0.0002676162,0.0001613527],"category_scores_gemma":[0.0000710341,0.000187732,0.0001311462,0.001220909,0.00007278682,0.0001799274,0.00008797971,0.0008568965,0.000007745665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762568,"about_ca_system_score_gemma":0.001764085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001317949,"about_ca_topic_score_gemma":0.00009650036,"domain_scores_codex":[0.9976547,0.0002114761,0.0009580888,0.0002621417,0.0004993384,0.0004142331],"domain_scores_gemma":[0.9977276,0.0004023182,0.00076466,0.0002280019,0.0007076296,0.000169814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008972409,0.00368783,0.7226315,0.0007776974,0.001413549,0.001233098,0.0009328075,0.003329256,0.001449931,0.0001650339,0.0523467,0.2030602],"study_design_scores_gemma":[0.02383783,0.005354155,0.8914182,0.0005764001,0.0006620559,0.0002038292,0.0007386619,0.00009629367,0.000106609,0.0001539042,0.07661486,0.0002372297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807488,0.002182168,0.001157554,0.008748865,0.002499341,0.0006280107,0.000007557509,0.00002039039,0.004007331],"genre_scores_gemma":[0.9877459,0.001322196,0.006873949,0.00187054,0.0004613795,0.00001821316,0.00000583121,0.00003220795,0.001669824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2028229,"threshold_uncertainty_score":0.7655488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103777649257315,"score_gpt":0.3772466603501078,"score_spread":0.3462088838575347,"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."}}