{"id":"W6963816437","doi":"10.25384/sage.c.5303260.v1","title":"Elevated risk of colorectal, liver, and pancreatic cancers among HCV, HBV and/or HIV (co)infected individuals in a population based cohort in Canada","year":2021,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pancreatic cancer; Hepatitis B virus; Hepatitis C virus; Cohort; Population; Liver cancer; Cancer; Colorectal cancer; Hepatitis B; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001872129,0.0005609827,0.001499438,0.001328464,0.00006310395,0.000111091,0.0005766752,0.0003608083,0.007926287],"category_scores_gemma":[0.001636907,0.0005330596,0.00003763909,0.001505356,0.0001083254,0.000294921,0.000306495,0.0009408047,0.000004372293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732934,"about_ca_system_score_gemma":0.003995761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871421,"about_ca_topic_score_gemma":0.9984111,"domain_scores_codex":[0.9951482,0.001419042,0.001144431,0.000858598,0.000860178,0.0005695082],"domain_scores_gemma":[0.9961404,0.0005035786,0.001990869,0.001021729,0.00007603898,0.0002673975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000995858,0.00005633502,0.965475,0.0002647986,0.0004781644,0.0003891998,0.00005319593,0.00009463379,0.0001459658,3.866211e-8,0.03174054,0.001202511],"study_design_scores_gemma":[0.002441186,0.00003835313,0.9771456,0.01293051,0.0005079288,0.00002406141,0.0001152869,0.005187745,0.00003537632,0.000002984121,0.001046318,0.0005246345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063708,0.02851513,0.000007575084,0.00001255611,0.00009623031,0.001582206,0.06250831,0.00003950488,0.0008676496],"genre_scores_gemma":[0.8909783,0.08079138,0.0009551747,0.00006894676,0.0001221775,0.0001077215,0.02336666,0.001167277,0.002442368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05227625,"threshold_uncertainty_score":0.9997121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256908970517663,"score_gpt":0.2793482785958961,"score_spread":0.2536573815441298,"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."}}