{"id":"W2157569916","doi":"10.1093/ndt/17.10.1786","title":"Cancer screening and life expectancy of Canadian patients with kidney failure","year":2002,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eastern Ontario Training Board","funders":"","keywords":"Medicine; Life expectancy; Population; Breast cancer; Cervical cancer; Breast cancer screening; Cancer screening; Cancer; Kidney disease; Obstetrics; Gynecology; Mammography; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006099014,0.0001783157,0.0002898824,0.001159372,0.001810916,0.0006994181,0.000531999,0.000360801,0.003793933],"category_scores_gemma":[0.004364021,0.00009484043,0.0005462549,0.00252227,0.0003586134,0.0002980983,0.0004936502,0.0006686469,0.0001865259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02030184,"about_ca_system_score_gemma":0.01935386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9720351,"about_ca_topic_score_gemma":0.9702806,"domain_scores_codex":[0.9994512,0.00004377085,0.00002879182,0.00005212844,0.0002005267,0.0002235243],"domain_scores_gemma":[0.9981311,0.0001248786,0.0003233352,0.00002927307,0.0009218385,0.0004696518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000172416,0.00004304656,0.984445,0.00005570532,0.00006454103,0.0001124752,0.000362955,0.0003575043,0.00006363058,0.000333054,0.003850359,0.01013931],"study_design_scores_gemma":[0.00002112869,0.00003658116,0.9963224,0.00004591449,0.00003887862,0.0001324528,0.0002939336,0.0005119416,0.00002847572,0.0001118327,0.002439989,0.00001639969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719716,0.002623339,0.0001422977,0.00295296,0.00005011934,0.00004559333,0.008516238,0.00001842631,0.01367922],"genre_scores_gemma":[0.9973314,0.0004867815,0.00007329018,0.0001709388,0.0000131789,0.000009497737,0.001530483,0.000002197675,0.0003823983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02796495,"threshold_uncertainty_score":0.1473008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626163425825436,"score_gpt":0.2508286802834774,"score_spread":0.2245670460252231,"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."}}