{"id":"W4410397266","doi":"10.1111/opn.70030","title":"Diagnostic Accuracy of Self‐Reported Tools for Frailty Assessment in Older Adults With Cancer: A Diagnostic Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"International Journal of Older People Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Moderation; Gerontology; MEDLINE; Cancer; Internal medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04736746,0.00280682,0.0136383,0.009263054,0.0006450803,0.003810215,0.002711716,0.002109656,0.001678637],"category_scores_gemma":[0.09988914,0.001356426,0.05243075,0.006779219,0.0009602183,0.001894419,0.001852957,0.001780518,0.0001672175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002435584,"about_ca_system_score_gemma":0.002623595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005283659,"about_ca_topic_score_gemma":0.006373401,"domain_scores_codex":[0.9698536,0.01735458,0.006549377,0.002983878,0.002737917,0.0005207044],"domain_scores_gemma":[0.9002841,0.08341303,0.009508195,0.003113918,0.003225152,0.0004556503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002635383,0.00003284831,0.03351926,0.09840006,0.8475049,0.00009871578,0.00008750014,0.001052525,0.0001628012,0.0001718153,0.0004397671,0.01589442],"study_design_scores_gemma":[0.0006753003,0.0002057899,0.01328293,0.008427797,0.9751397,0.0001169838,0.00003106999,0.0007511634,0.0001386688,0.0003722936,0.0008240466,0.00003431749],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01746045,0.9770972,0.002953893,0.000350799,0.0001676932,0.0004208311,0.001134175,0.00005786878,0.0003570795],"genre_scores_gemma":[0.6222161,0.3598428,0.01100279,0.001089938,0.0004453623,0.00233492,0.002703016,0.00006661711,0.0002985091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04736746,"threshold_uncertainty_score":0.2505061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06020076214310319,"score_gpt":0.4264090840639986,"score_spread":0.3662083219208954,"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."}}