{"id":"W2707156895","doi":"10.1016/j.jgo.2017.06.001","title":"Global geriatric oncology: Achievements and challenges","year":2017,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Institut National Du Cancer; McGill University; Moffitt Cancer Center; University of Rochester; Associazione Italiana di Oncologia Medica; Thomas Jefferson University; University of Chicago; University of Toronto; University of Alabama; Memorial Sloan-Kettering Cancer Center","keywords":"Geriatric oncology; Medicine; Workforce; Geriatrics; Health care; Latin Americans; Population ageing; Global health; Gerontology; Healthcare system; Population; Family medicine; Cancer; Oncology; Internal medicine; Nursing; Public health; Environmental health; Economic growth; Psychiatry; Political science","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":[0.002302286,0.0009029338,0.002090129,0.003600452,0.0004844744,0.002425182,0.0009528184,0.001706733,0.003980982],"category_scores_gemma":[0.004310417,0.0003478411,0.0008409856,0.005324268,0.000845117,0.00317162,0.00208588,0.002182898,0.0008473102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444302,"about_ca_system_score_gemma":0.005389938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002649043,"about_ca_topic_score_gemma":0.008160118,"domain_scores_codex":[0.9993492,0.0001528589,0.0001334727,0.00007140935,0.0002228536,0.0000702605],"domain_scores_gemma":[0.9972524,0.001492947,0.0004062261,0.00004149362,0.0005952193,0.0002116642],"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":[0.00007046618,0.00004625717,0.0008619667,0.04715166,0.0002445574,0.0001458148,0.0002193543,0.0002606184,0.0002048155,0.004217326,0.06926573,0.8773115],"study_design_scores_gemma":[0.00003248082,0.00007544637,0.002602402,0.04705942,0.0005935802,0.0008646072,0.0005864534,0.0001201783,0.00007859027,0.003188212,0.9447614,0.00003722232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000545265,0.9983231,0.00002639907,0.001040164,0.0002993608,0.000001870226,0.00001455432,0.000002935046,0.0002369727],"genre_scores_gemma":[0.0005005169,0.9984173,0.00006983122,0.000534206,0.0003645426,0.000003195735,0.00001620455,9.248662e-7,0.00009331812],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003980982,"threshold_uncertainty_score":0.01331776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1581295474349241,"score_gpt":0.4454238792989687,"score_spread":0.2872943318640446,"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."}}