{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008391404,0.0002838904,0.0002807295,0.0006445874,0.0007590522,0.0006391561,0.0003838961,0.000316338,0.0011026],"category_scores_gemma":[0.002004587,0.0003174834,0.0006080258,0.001247292,0.0003492378,0.0003232256,0.0004532749,0.0004545338,0.0001391183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392377,"about_ca_system_score_gemma":0.00146893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.222332,"about_ca_topic_score_gemma":0.2697167,"domain_scores_codex":[0.9995435,0.00009482457,0.00003189767,0.00009227388,0.0001192653,0.0001181285],"domain_scores_gemma":[0.9990385,0.0001007226,0.0003025213,0.0001160564,0.0001916024,0.0002507229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009453249,0.0000172721,0.9992711,0.000004230641,0.00007683034,0.00003547914,0.00007136755,0.0000105965,0.00005870927,0.000006102664,0.00008353992,0.0002702917],"study_design_scores_gemma":[0.000005380644,0.00002554083,0.9997515,0.000002594293,0.0000222997,0.00002708882,0.00004985928,0.00003946854,0.000004738395,0.000003861354,0.00006631469,0.000001478688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984664,0.0001726742,0.00004086602,0.00004668283,0.000004053812,0.00001474359,0.0009261511,0.000001905411,0.0003266129],"genre_scores_gemma":[0.9991686,0.0001019298,0.00003445853,0.00001506555,0.000003662737,0.000008356748,0.0005141155,0.000001118648,0.000152608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.222332,"threshold_uncertainty_score":0.4420758,"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."}}