{"id":"W1951730743","doi":"10.1111/liv.12982","title":"Effect of socioeconomic status on hepatocellular carcinoma incidence and stage at diagnosis, a population‐based cohort study","year":2015,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis C virus research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of British Columbia; Cancer Care Ontario; Ontario Institute for Cancer Research; University of Toronto","funders":"Institute of Chemical and Engineering Sciences; Ontario Institute for Cancer Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Incidence (geometry); Hepatocellular carcinoma; Population; Viral hepatitis; Cancer registry; Internal medicine; Risk factor; Hepatitis C; Cohort study; Cohort; Demography; Epidemiology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005296882,0.0001177572,0.0002476578,0.0001857988,0.00003434739,0.00001755743,0.0001065439,0.00004849359,0.0007016209],"category_scores_gemma":[0.0003608326,0.0001067833,0.00004796107,0.00004432126,0.00005599504,0.00008840232,0.0001145867,0.0001314593,0.0001158879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007166018,"about_ca_system_score_gemma":0.0001126661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006064599,"about_ca_topic_score_gemma":0.0003242576,"domain_scores_codex":[0.9985024,0.0001805594,0.0002388317,0.0002703533,0.0006458354,0.0001620576],"domain_scores_gemma":[0.9990301,0.0003339094,0.00009402805,0.0002053012,0.0001477846,0.0001888952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005295316,0.0001783836,0.9972515,0.0000396028,0.00009069293,0.0001063083,0.0002350023,0.0000306335,0.00005646018,0.00003266665,0.0003736902,0.001075493],"study_design_scores_gemma":[0.002692894,0.001709511,0.97992,0.00003102,0.00003854058,0.000002555006,0.00003230068,0.01255244,0.002432316,0.000004845519,0.0005039955,0.00007956115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976832,0.00008487836,0.00001000798,0.00009304629,0.000130708,0.001023177,0.00008915662,0.00001817996,0.0008677044],"genre_scores_gemma":[0.9989992,0.00002462213,0.00005575995,0.00008953799,0.00006283736,0.0001517344,0.0001331245,0.00001665233,0.0004665643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01733151,"threshold_uncertainty_score":0.91679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258966072877482,"score_gpt":0.3381168323028531,"score_spread":0.3055271715740783,"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."}}