{"id":"W4389100240","doi":"10.1158/1055-9965.epi-23-1006","title":"Increase in the Life Expectancy of Patients with Cancer in the United States","year":2023,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"National Cancer Institute; National Institutes of Health","keywords":"Life expectancy; Medicine; Cancer; Colorectal cancer; Population; Lung cancer; Oncology; Breast cancer; Internal medicine; Gerontology; Environmental health","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":[0.002734824,0.0001569532,0.0003968687,0.0002800741,0.00005679559,0.000003967978,0.000235117,0.0001099916,0.00009734077],"category_scores_gemma":[0.0007153741,0.00008611171,0.0000872076,0.00157579,0.0001944882,0.00008938647,0.00003113496,0.0002318497,0.000003935346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332429,"about_ca_system_score_gemma":0.0001949048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254604,"about_ca_topic_score_gemma":0.005329114,"domain_scores_codex":[0.99734,0.001180354,0.0005714454,0.000292117,0.0002339244,0.0003821719],"domain_scores_gemma":[0.9984095,0.0008238539,0.0002900595,0.0003097885,0.0001066535,0.00006017143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00121917,0.00007641981,0.9846874,0.00006072805,0.0001141629,0.00001327405,0.001081713,0.000488443,0.00001375795,0.00009690217,0.008618453,0.003529502],"study_design_scores_gemma":[0.001695627,0.0002518948,0.991649,0.0006217781,0.0001102259,0.000001660973,0.002627811,0.0007219344,0.000008824958,0.00107364,0.001143732,0.00009392788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867204,0.004013629,0.00006159197,0.008126712,0.0001236693,0.0007871549,0.00003762266,0.00002240586,0.0001068403],"genre_scores_gemma":[0.9936937,0.001813119,0.00008153905,0.003430052,0.00006062314,0.0005099871,0.0003682672,0.00001137811,0.00003132911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007474721,"threshold_uncertainty_score":0.9940295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021044631989382,"score_gpt":0.4005831820330125,"score_spread":0.2984787188340743,"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."}}