{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006367035,0.0001598371,0.0001306516,0.0005654055,0.0002207343,0.0004409317,0.0002240792,0.0002690835,0.002174962],"category_scores_gemma":[0.003802395,0.00006359959,0.0003514867,0.0008615223,0.0001549382,0.0005047794,0.0005932367,0.000446196,0.0002108863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007772245,"about_ca_system_score_gemma":0.000650801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318442,"about_ca_topic_score_gemma":0.01840376,"domain_scores_codex":[0.9996469,0.000100111,0.00003893465,0.00007116205,0.00008485599,0.00005795938],"domain_scores_gemma":[0.9983343,0.0002600073,0.0008825153,0.00005346899,0.0002501262,0.0002196181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004199202,0.00002702813,0.9795223,0.00007674673,0.0001063084,0.00006015291,0.0001423323,0.001095973,0.00008874693,0.0003995039,0.005430781,0.01300813],"study_design_scores_gemma":[0.000008096076,0.00009761611,0.9887405,0.0001386614,0.00009029375,0.0002686301,0.0003863534,0.001733059,0.00009641658,0.0006061886,0.007823245,0.00001090331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643084,0.004742861,0.001425864,0.004762364,0.0001367837,0.00002827635,0.01795499,0.00008338606,0.006556965],"genre_scores_gemma":[0.9927461,0.001049962,0.0003463906,0.000474215,0.0000634342,0.00002079296,0.004963628,0.000003436917,0.000332054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01318442,"threshold_uncertainty_score":0.02621537,"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."}}