{"id":"W4366464108","doi":"10.5009/gnl220386","title":"Prediction of Hepatocellular Carcinoma Development in Korean Patients after Hepatitis C Cure with Direct-Acting Antivirals","year":2023,"lang":"en","type":"article","venue":"Gut and Liver","topic":"Hepatitis C virus research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Hepatocellular carcinoma; Medicine; Cirrhosis; Internal medicine; Hazard ratio; Hepatitis B virus; Bilirubin; Gastroenterology; Incidence (geometry); Hepatitis B; Albumin; Confidence interval; Immunology; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000836822,0.0003857768,0.0002945626,0.0006345541,0.0001857654,0.0004933533,0.0003023308,0.000320905,0.0009185384],"category_scores_gemma":[0.002032776,0.0002310009,0.0005518845,0.0006084058,0.0001880006,0.0003869252,0.0004408413,0.00045494,0.0002515269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288717,"about_ca_system_score_gemma":0.0004318221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003251872,"about_ca_topic_score_gemma":0.004637752,"domain_scores_codex":[0.9997019,0.0000810739,0.00005423241,0.00006224884,0.0000509475,0.00004950596],"domain_scores_gemma":[0.998133,0.000272502,0.0008902962,0.0001105673,0.0002733652,0.0003203228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006927526,0.000008993019,0.9990759,0.000003670649,0.00001906907,0.00001594406,0.000008638988,0.00005579275,0.00005743724,0.000003922922,0.00002541781,0.0006558775],"study_design_scores_gemma":[0.000008955447,0.00009579298,0.9983169,0.000007172219,0.00003708229,0.0002073071,0.0000932222,0.0009731009,0.00009909549,0.00001813133,0.0001380106,0.000005225455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991322,0.0002506837,0.00009698133,0.00003011487,0.000005850106,0.000008501122,0.0002289554,0.000002729328,0.000243928],"genre_scores_gemma":[0.9993922,0.00008521677,0.0001274261,0.00001020022,0.000004565213,0.000004314667,0.000308475,0.000001182781,0.00006648934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003251872,"threshold_uncertainty_score":0.006465912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03320266296631607,"score_gpt":0.2503323636788714,"score_spread":0.2171297007125553,"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."}}