{"id":"W2425759291","doi":"10.3747/co.23.2956","title":"Trends in Health Care Utilization and Costs Attributable to Hepatocellular Carcinoma, 2002–2009: A Population-Based Cohort Study","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of British Columbia; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health; Ontario Institute for Cancer Research","funders":"Government of Ontario; University of Toronto; Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research; Cancer Care Ontario","keywords":"Medicine; Health care; Cohort; Hepatocellular carcinoma; Population; Incidence (geometry); Ambulatory care; Cohort study; Retrospective cohort study; Emergency medicine; Internal medicine; Intensive care medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005351488,0.0001667894,0.0006295595,0.0005407626,0.00008613268,0.00002399287,0.0001186736,0.00009721406,0.0003118512],"category_scores_gemma":[0.0001125538,0.0001673528,0.0000467546,0.0003147589,0.00002725179,0.0001592977,0.00004314047,0.0000947723,0.00009708085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850283,"about_ca_system_score_gemma":0.0001199084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002847584,"about_ca_topic_score_gemma":0.002587361,"domain_scores_codex":[0.9982776,0.00005078244,0.0007235347,0.0005171471,0.00003216657,0.0003987837],"domain_scores_gemma":[0.9991485,0.00005698798,0.0003122484,0.0002463134,0.00004920339,0.0001867395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003639845,0.0001841679,0.9067287,0.00001517855,0.000006063564,0.000001700698,0.0003222476,0.0000200051,3.478841e-7,0.002234069,0.001137538,0.08931357],"study_design_scores_gemma":[0.001608605,0.0004853017,0.898816,0.00002785382,0.000003747794,6.012745e-7,0.00007588776,0.000416907,0.000002847695,0.0001807993,0.09819543,0.0001860266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851376,0.009095944,0.001639264,0.001021819,0.0007613617,0.0007619488,0.0003207952,0.00002355948,0.001237672],"genre_scores_gemma":[0.9990122,0.0002061836,0.00006121144,0.0002238492,0.00009923716,0.0001259744,0.00006878053,0.0000196833,0.0001828576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09705789,"threshold_uncertainty_score":0.6824449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107036312583133,"score_gpt":0.3536398048580313,"score_spread":0.242936173599718,"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."}}