{"id":"W2002538697","doi":"10.1016/j.clon.2008.05.006","title":"Demographic Differences between Cancer Survivors and those who Die Quickly of their Disease","year":2008,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Cancer; Disease; Gerontology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005334482,0.0001419936,0.0009169762,0.00006328028,0.00008274901,0.000002823909,0.0001351929,0.0002163437,0.00005906213],"category_scores_gemma":[0.000573888,0.00009824019,0.0001980307,0.0001591768,0.001072926,0.00005422123,0.00009077724,0.0003403039,0.00000333259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003063338,"about_ca_system_score_gemma":0.0005276232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389991,"about_ca_topic_score_gemma":0.001489537,"domain_scores_codex":[0.998328,0.0002215686,0.0006681585,0.0003308476,0.0001903778,0.0002610956],"domain_scores_gemma":[0.9975896,0.001334627,0.00023235,0.0002328067,0.0001283779,0.0004822682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004675762,0.0001113113,0.9328993,0.00003423885,0.00009172397,0.0000902715,0.0001596654,3.46477e-7,0.000008263178,0.00004468573,0.0004434329,0.06564917],"study_design_scores_gemma":[0.001060781,0.001444245,0.9898198,0.0001999453,0.0001871435,0.000006856799,0.0001340501,0.00003492012,0.0000130058,0.0004384232,0.006560727,0.000100157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892005,0.006992297,0.00003696384,0.00247709,0.000252721,0.0001986596,0.00003551156,0.00002663363,0.0007796706],"genre_scores_gemma":[0.9810701,0.01693904,0.0001485215,0.00123392,0.000408434,0.00001919001,0.000006948483,0.000009709766,0.0001641149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06554901,"threshold_uncertainty_score":0.4006119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2936375119563379,"score_gpt":0.4675912438151051,"score_spread":0.1739537318587673,"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."}}