{"id":"W3101349326","doi":"10.7759/cureus.11565","title":"Patterns of Hepatocellular Carcinoma After Direct Antiviral Agents and Pegylated-Interferon Therapy","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Pegylated interferon; Internal medicine; Stage (stratigraphy); Gastroenterology; Liver cancer; Cancer; Carcinoma; Surgery; Immunology; Virus; Hepatitis C virus","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":[0.00005962272,0.0002132275,0.0003946186,0.000038712,0.00002674275,0.00001501584,0.00006885317,0.00009859777,0.000275749],"category_scores_gemma":[0.00001240942,0.0001713586,0.0001498851,0.00009225603,0.00003491865,0.00007446553,0.00005342029,0.0001087639,0.00002411943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002321107,"about_ca_system_score_gemma":0.00002663714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001226739,"about_ca_topic_score_gemma":0.000004481568,"domain_scores_codex":[0.998978,0.00005693042,0.0002378112,0.0003209349,0.0001858132,0.0002205411],"domain_scores_gemma":[0.9994639,0.00002013853,0.00006460556,0.0002195043,0.00004962122,0.0001822119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005592798,0.000130816,0.987723,0.0001175754,0.0001567961,0.0004720418,0.001307961,1.254048e-8,0.005419587,0.000006358228,0.0001828019,0.00392379],"study_design_scores_gemma":[0.003259602,0.002803784,0.8626866,0.0001224893,0.0002757415,0.00002314135,0.0001241848,0.003001201,0.123002,0.00001237197,0.00438963,0.0002992102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927307,0.004872272,0.00005443089,0.0005527602,0.00006670103,0.000482464,0.00003386317,0.00005616443,0.001150583],"genre_scores_gemma":[0.9984863,0.0006152978,0.00007740613,0.0004686721,0.0001152486,0.00003215071,0.00004590202,0.00003639585,0.0001226117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250364,"threshold_uncertainty_score":0.6987801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06691911853789359,"score_gpt":0.2522777578973571,"score_spread":0.1853586393594635,"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."}}