{"id":"W4382501946","doi":"10.1016/j.jgo.2023.101553","title":"Validity of a self-administered G8 screening test for older patients with cancer","year":2023,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Polypharmacy; Test (biology); Internal consistency; Prospective cohort study; Cohort; Family medicine; Concurrent validity; Cancer; Physical therapy; Psychometrics; Internal medicine; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00258566,0.001027591,0.003473873,0.001999382,0.0002018733,0.0009977857,0.001280286,0.00101722,0.001101399],"category_scores_gemma":[0.008926587,0.0003296112,0.00165654,0.001501413,0.0004210771,0.0006944011,0.000552594,0.0009825905,0.0002661323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007052671,"about_ca_system_score_gemma":0.001827226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009405523,"about_ca_topic_score_gemma":0.01774686,"domain_scores_codex":[0.9985101,0.0004249282,0.0002299811,0.0002085064,0.0005633713,0.00006308853],"domain_scores_gemma":[0.9957052,0.002492468,0.0007698833,0.00005414695,0.0009018409,0.0000765285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001226466,0.0003910072,0.1640587,0.04136262,0.006843447,0.0001920314,0.0002498916,0.0005007191,0.0007027619,0.0004156779,0.007756209,0.7763004],"study_design_scores_gemma":[0.001346714,0.00327628,0.8037483,0.08154833,0.02916259,0.003342129,0.001575355,0.002608883,0.002061983,0.001144596,0.06981798,0.0003668854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02613848,0.9703339,0.00038942,0.0004007988,0.0004363161,0.00007804185,0.0004051645,0.00001252387,0.001805406],"genre_scores_gemma":[0.1924854,0.7994252,0.003625063,0.001257113,0.0004588029,0.0001424387,0.001492398,0.000008307771,0.00110533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009405523,"threshold_uncertainty_score":0.01870155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09149890548944602,"score_gpt":0.4063813892138785,"score_spread":0.3148824837244324,"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."}}