{"id":"W2042726772","doi":"10.1002/hep.26231","title":"Health care costs associated with hepatocellular carcinoma: A population-based study","year":2013,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Institute for Clinical Evaluative Sciences; Toronto Western Hospital; St. Michael's Hospital; Cancer Care Ontario; University of British Columbia; Public Health Ontario; University Health Network; University of Toronto; Toronto Public Health; Ontario Institute for Cancer Research","funders":"University of Toronto; Government of Ontario; Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Hepatocellular carcinoma; Context (archaeology); Confidence interval; Population; Cancer registry; Health care; Cancer; Internal medicine; Emergency medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001506098,0.0003550217,0.0008765819,0.0002394369,0.0002281354,0.00003094031,0.0001062619,0.000184348,0.0003684116],"category_scores_gemma":[0.00006854156,0.0002806024,0.0001402964,0.0004223124,0.0000501607,0.00007748779,0.00002999407,0.0002535607,0.0001702198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000789385,"about_ca_system_score_gemma":0.0005472387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217841,"about_ca_topic_score_gemma":0.002075151,"domain_scores_codex":[0.9975843,0.0003860671,0.000461389,0.0005661157,0.0003730063,0.0006291069],"domain_scores_gemma":[0.9984375,0.0001363736,0.0002067536,0.0005296905,0.0003223412,0.0003674045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000100869,0.0008471012,0.9956947,0.00005939827,0.0001715179,0.0004967169,0.0006295585,3.073496e-7,0.00001151442,0.00002550021,0.0004487963,0.001514023],"study_design_scores_gemma":[0.005084653,0.003308655,0.9817301,0.00005796727,0.0002523272,0.00004437831,0.0006535848,0.008281228,0.0001371099,0.000007567854,0.0001657566,0.0002766795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926681,0.00102693,0.0000388897,0.001995809,0.00009387258,0.003490529,0.00001700526,0.0002230586,0.0004458069],"genre_scores_gemma":[0.9967031,0.000002494092,0.0002869547,0.00120888,0.00004513754,0.0006180793,0.0009465889,0.00006751672,0.0001212554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396461,"threshold_uncertainty_score":0.9999646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033411764675544,"score_gpt":0.2594071198326373,"score_spread":0.2259953551570933,"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."}}