{"id":"W1620470969","doi":"10.1002/cncr.28568","title":"Insurance status and distant‐stage disease at diagnosis among adolescent and young adult patients with cancer aged 15 to 39 years: National Cancer Data Base, 2004 through 2010","year":2014,"lang":"en","type":"article","venue":"Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Cancer; Cancer registry; Confidence interval; Stage (stratigraphy); Disease; Thyroid cancer; Demography; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002100789,0.0003735957,0.0005071627,0.00007829986,0.0001818941,0.00006923945,0.0002232467,0.0000871251,0.000424285],"category_scores_gemma":[0.0003425999,0.0003315535,0.0000414932,0.0002880211,0.0003024935,0.0005575272,0.0003001477,0.000287932,0.000006549433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007061192,"about_ca_system_score_gemma":0.0004936522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02820691,"about_ca_topic_score_gemma":0.08374454,"domain_scores_codex":[0.9968424,0.0001051799,0.000404155,0.001039178,0.001043441,0.0005656175],"domain_scores_gemma":[0.9977317,0.00009973921,0.0002343039,0.0007643506,0.0003932547,0.0007766025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009693664,0.0001819287,0.9549388,0.0005298571,0.0001317325,0.00000735999,0.001510585,0.00006709661,0.00001391072,0.00002411188,0.03851117,0.003114027],"study_design_scores_gemma":[0.004371936,0.00009551995,0.9627953,0.00189989,0.0001634711,4.452506e-7,0.0000795239,0.000100883,0.0000592629,0.00001413407,0.02997128,0.0004484259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976817,0.008303378,0.00007195172,0.002766961,0.0009711937,0.001097007,0.009831193,0.00006427658,0.0000770863],"genre_scores_gemma":[0.9841918,0.005915637,0.0002058974,0.0070981,0.0006337584,0.000654205,0.0005144526,0.00008536594,0.0007007899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05553763,"threshold_uncertainty_score":0.9999136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828865698600592,"score_gpt":0.3076791453750803,"score_spread":0.2793904883890744,"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."}}