{"id":"W3120977456","doi":"10.3390/curroncol28010042","title":"The Impact of Geography in Hepatocellular Carcinoma: A Retrospective Population Based Study","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Confidence interval; Hazard ratio; Population; Retrospective cohort study; Sorafenib; Hepatitis B; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000792603,0.0002465352,0.0004106248,0.001603143,0.0007155573,0.0008887563,0.0004720089,0.0003319387,0.001267432],"category_scores_gemma":[0.002797364,0.0004536808,0.0004339373,0.002807098,0.0006418576,0.0006599023,0.0008914018,0.0004506147,0.0002365601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280405,"about_ca_system_score_gemma":0.0009642218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04328042,"about_ca_topic_score_gemma":0.05381411,"domain_scores_codex":[0.9988974,0.0002966787,0.0001592487,0.0002433919,0.000250475,0.0001528236],"domain_scores_gemma":[0.9971112,0.0003746698,0.00153247,0.0002714806,0.0003686028,0.000341511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002370734,0.00000828173,0.9995092,0.000007021913,0.00002764489,0.00005223717,0.00006945458,0.00001641884,0.00004090156,0.000006888119,0.00003308063,0.0002051808],"study_design_scores_gemma":[0.000003465186,0.00004368001,0.9988182,0.000007829751,0.00003087358,0.0003255623,0.0004525626,0.00008701782,0.00002475747,0.00001159501,0.0001898832,0.000004564258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998777,0.0002486279,0.00009104414,0.00003627043,0.000003378705,0.00002089286,0.0004389724,0.000003119831,0.0003806433],"genre_scores_gemma":[0.9995616,0.00009677812,0.00004116095,0.00001889899,0.000003771154,0.00001271954,0.0002302215,0.000001495666,0.00003325204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04328042,"threshold_uncertainty_score":0.08605701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019856890018483,"score_gpt":0.3687230380963661,"score_spread":0.2667373490945178,"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."}}