{"id":"W2182009338","doi":"10.1093/jnci/djv359","title":"Hepatitis-Associated Liver Cancer: Gaps and Opportunities to Improve Care: Table 1.","year":2015,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Onyx Pharmaceuticals","keywords":"Medicine; Hepatocellular carcinoma; Liver cancer; Liver disease; Disease; Intensive care medicine; Hepatitis B; Cancer; Viral hepatitis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003719976,0.0001357061,0.0003185018,0.000129446,0.0001659623,0.00003290773,0.0001511061,0.00006330268,0.00003748718],"category_scores_gemma":[0.0007940062,0.00009518048,0.00007772666,0.0001645673,0.0001353335,0.00031899,0.0001104363,0.0002053549,0.000003675666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784873,"about_ca_system_score_gemma":0.002835234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009762748,"about_ca_topic_score_gemma":0.01978828,"domain_scores_codex":[0.9982904,0.00004382203,0.0003663484,0.0001184191,0.0009936696,0.0001873],"domain_scores_gemma":[0.9964906,0.00003863392,0.0003153436,0.00007731369,0.002830898,0.0002472161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007259285,0.00021515,0.4788276,0.0002982844,0.001532884,0.0002079492,0.01006964,0.001898407,0.002445206,0.00213785,0.4660319,0.0356092],"study_design_scores_gemma":[0.003484549,0.0005137972,0.1790462,0.001052276,0.0004346498,0.0001666965,0.0002880695,0.0001720074,0.003122279,0.0003826477,0.8110358,0.0003010603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501272,0.022103,0.00002411651,0.01574266,0.005144347,0.0004275332,0.0005446173,0.00002126787,0.005865255],"genre_scores_gemma":[0.9786363,0.01101324,0.0002698237,0.006090974,0.001314866,0.00004132732,0.000004863176,0.00001758727,0.00261097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3450039,"threshold_uncertainty_score":0.998098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190623394819291,"score_gpt":0.3465570861738096,"score_spread":0.2274947466918805,"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."}}