{"id":"W1858850187","doi":"10.1016/j.jgo.2015.07.004","title":"Surgical geriatric oncology: It is time for interventions","year":2015,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Geriatric oncology; Medicine; Scopus; Psychological intervention; Geriatrics; Tolerability; Family medicine; Internal medicine; Gerontology; Oncology; MEDLINE; Cancer; Psychiatry; Adverse effect","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":[0.001252522,0.0007624719,0.002130654,0.001857674,0.0003326671,0.001391227,0.0006793161,0.001242902,0.004422055],"category_scores_gemma":[0.005329675,0.0002641144,0.001106656,0.002275403,0.0004624299,0.001606641,0.0009977054,0.001979924,0.0004879192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161497,"about_ca_system_score_gemma":0.003281618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00321766,"about_ca_topic_score_gemma":0.01107677,"domain_scores_codex":[0.99938,0.0001690872,0.0001588894,0.00006439117,0.0001731513,0.00005452886],"domain_scores_gemma":[0.9974763,0.001518328,0.0004946001,0.00003350424,0.0003420377,0.0001351914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008039166,0.00006049807,0.001237606,0.06264677,0.0005113998,0.0001116405,0.0001252867,0.0001863367,0.0001428869,0.001541802,0.05784194,0.8755135],"study_design_scores_gemma":[0.0001319101,0.0001944378,0.009248284,0.1652538,0.002224467,0.001151548,0.0005141401,0.0001173707,0.00008659094,0.002729583,0.8182957,0.00005208496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008194012,0.9985442,0.00002301339,0.0007753265,0.0002995779,0.00000289003,0.00001032982,0.000002017762,0.000260819],"genre_scores_gemma":[0.00113983,0.9970796,0.0001108926,0.001121816,0.0003934476,0.000007636037,0.00001878561,8.682874e-7,0.0001272288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004422055,"threshold_uncertainty_score":0.01479328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251415568625977,"score_gpt":0.4716072635115614,"score_spread":0.3464657066489637,"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."}}