{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000324217,0.0001287258,0.0002539289,0.0007034332,0.0002511377,0.0003290962,0.0001706774,0.0001907131,0.00187382],"category_scores_gemma":[0.001572615,0.00008573437,0.0002231679,0.001098882,0.0002492572,0.0003202177,0.0003114773,0.0002859494,0.0003289203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002836645,"about_ca_system_score_gemma":0.0002796044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338242,"about_ca_topic_score_gemma":0.00127887,"domain_scores_codex":[0.9994733,0.0001123952,0.00007052481,0.00009448644,0.0001541533,0.00009516378],"domain_scores_gemma":[0.9978524,0.0002857089,0.001348835,0.00009508179,0.0001790673,0.000239014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001812724,0.00001385037,0.9944019,0.00001947612,0.00001899122,0.0006457685,0.00007330762,0.00002475046,0.0006309536,0.00001426845,0.00004012033,0.003935514],"study_design_scores_gemma":[0.000003667521,0.0001313551,0.994879,0.000008294021,0.00001427323,0.003992286,0.0001799377,0.00005710657,0.000372607,0.00004005152,0.0003183314,0.000003062231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974385,0.0009575536,0.0001732791,0.00007432549,0.000006097488,0.00001290436,0.000120667,0.000005372794,0.001211221],"genre_scores_gemma":[0.9994321,0.0002023719,0.0000662348,0.00002011502,0.00001075909,0.00000365318,0.0001064452,0.00000152033,0.0001568074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00187382,"threshold_uncertainty_score":0.006268561,"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."}}