{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006612272,0.0002581683,0.0003265429,0.0009006088,0.0006139284,0.0006196836,0.0006043003,0.0003169245,0.0006553602],"category_scores_gemma":[0.001367302,0.0002904902,0.0006625399,0.002361276,0.0002490601,0.0003495475,0.0004193572,0.0004339921,0.0001960934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005558134,"about_ca_system_score_gemma":0.003804258,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7109677,"about_ca_topic_score_gemma":0.7633339,"domain_scores_codex":[0.999481,0.00005129454,0.00006364596,0.000128214,0.0001633083,0.0001124732],"domain_scores_gemma":[0.9988008,0.00004800915,0.000453728,0.00008089088,0.0004531481,0.0001634536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003797668,0.00001336873,0.9988869,0.00001014073,0.00005663568,0.00002479301,0.00007019043,0.0000325595,0.00006219168,0.000006884921,0.0003014648,0.0004969146],"study_design_scores_gemma":[0.000004472018,0.00001429833,0.9995614,0.000003762352,0.00002049905,0.00003675616,0.00006783743,0.00008865685,0.00001166872,0.000002610974,0.0001861638,0.000002030409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988299,0.0002452096,0.00009097396,0.0001063464,0.000004797373,0.00004019566,0.01071342,0.00001107188,0.0004889446],"genre_scores_gemma":[0.9925091,0.0002199043,0.0001379037,0.00004940475,0.000006869629,0.00003460681,0.006712078,0.000003374322,0.0003268204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7109677,"threshold_uncertainty_score":0.5814689,"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."}}