{"id":"W3124954546","doi":"10.1097/spc.0000000000000533","title":"Methods for frailty screening and geriatric assessment in older adults with cancer","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Kom op tegen Kanker; Monash University","keywords":"Medicine; Gerontology; MEDLINE; Geriatrics; Gerontological nursing; Psychiatry; Nursing","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":[0.004206836,0.001511462,0.003875183,0.005823243,0.0003789557,0.00218646,0.001210184,0.001657824,0.00583641],"category_scores_gemma":[0.01484719,0.0005176668,0.003651413,0.004062035,0.0007038182,0.001907723,0.001491214,0.001826713,0.001090022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159884,"about_ca_system_score_gemma":0.003535078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773962,"about_ca_topic_score_gemma":0.005637994,"domain_scores_codex":[0.9965686,0.001262257,0.0008550289,0.0002556312,0.00096213,0.0000964108],"domain_scores_gemma":[0.992085,0.005801921,0.001215746,0.0001238604,0.0006872603,0.00008616572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001092925,0.00005283629,0.0004260305,0.361837,0.00130586,0.00006217355,0.0001641148,0.0001602054,0.0001564355,0.001355301,0.009231878,0.6251388],"study_design_scores_gemma":[0.0001798577,0.0002533088,0.006046907,0.5773212,0.006723449,0.00122628,0.0003337138,0.0002186823,0.0003463481,0.001900278,0.4053672,0.00008274286],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007035025,0.9992812,0.00008624731,0.0001445637,0.0001221641,0.00004013072,0.00002745689,0.000003577996,0.0002242825],"genre_scores_gemma":[0.001041129,0.9978681,0.000468663,0.0002633275,0.0001004812,0.00008992462,0.00004064062,0.000002329839,0.0001254409],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00583641,"threshold_uncertainty_score":0.02224815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1792710900054143,"score_gpt":0.5259097931285904,"score_spread":0.3466387031231761,"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."}}