{"id":"W4416394318","doi":"10.1016/j.jgo.2025.102508","title":"The benefits of geriatric assessment-driven interventions in older adults with cancer: A SIOG taskforce systematic review","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":"Institute for Work & Health; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Psychological intervention; MEDLINE; Context (archaeology); Geriatric oncology; Geriatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.01193501,0.001306106,0.007816081,0.002974106,0.0004597444,0.002014228,0.001306303,0.002500687,0.003401112],"category_scores_gemma":[0.05163229,0.001122148,0.01447908,0.002681025,0.0006159865,0.001693255,0.001958788,0.002637774,0.0002744136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004383729,"about_ca_system_score_gemma":0.009043775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01863044,"about_ca_topic_score_gemma":0.06285974,"domain_scores_codex":[0.9927119,0.002938637,0.002271771,0.0006116517,0.001160357,0.0003056817],"domain_scores_gemma":[0.979057,0.0151067,0.003777517,0.0003154586,0.001392627,0.0003507063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003702648,0.00006632536,0.003409639,0.7826838,0.1597744,0.00008849621,0.0002068129,0.0002945295,0.0002367143,0.0002393815,0.004276874,0.04502032],"study_design_scores_gemma":[0.008012465,0.0006720646,0.01446319,0.3580966,0.6050452,0.0001446066,0.0001907678,0.0002071159,0.0001937659,0.000506764,0.01239463,0.00007288742],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0038375,0.9923636,0.0002220311,0.0008757521,0.0004392418,0.0007320234,0.001080615,0.00001880889,0.0004304723],"genre_scores_gemma":[0.1227013,0.8677328,0.001833247,0.004318354,0.0004143064,0.001702207,0.000922432,0.00002263503,0.0003526669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01863044,"threshold_uncertainty_score":0.06311911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458935711380645,"score_gpt":0.3531662501718079,"score_spread":0.3385768930580015,"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."}}