{"id":"W4404575187","doi":"10.1097/hep.0000000000001163","title":"Outcome and management of patients with hepatocellular carcinoma who achieved a complete response to immunotherapy-based systemic therapy","year":2024,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Immunotherapy; Systemic therapy; Internal medicine; Oncology; Complete response; Outcome (game theory); Chemotherapy; Cancer","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":[0.0004596326,0.000158988,0.0003223925,0.0003255407,0.0002663834,0.0003603665,0.0001704954,0.0003015944,0.0004929296],"category_scores_gemma":[0.001998182,0.00008584702,0.0003171563,0.000373555,0.0002236862,0.0002759531,0.0002309676,0.0003068328,0.0001526453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374865,"about_ca_system_score_gemma":0.0002655329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000866589,"about_ca_topic_score_gemma":0.00122544,"domain_scores_codex":[0.9997272,0.00008220331,0.00003186309,0.00004711521,0.00004967885,0.0000620024],"domain_scores_gemma":[0.999113,0.0001453258,0.0004225151,0.00004169456,0.00007579785,0.0002017068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004087819,0.0000666628,0.9938652,0.00001271662,0.00004510549,0.0003530924,0.00006223026,0.0001995143,0.000263979,0.00001027175,0.0002045724,0.004507815],"study_design_scores_gemma":[0.00005692416,0.0007761472,0.9960527,0.0000122523,0.00004639179,0.00191985,0.0001560452,0.0005501399,0.0001608086,0.00004323617,0.0002190456,0.000006446703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999206,0.0003306324,0.00005947754,0.00008725224,0.000003863007,0.000007018832,0.00008014982,0.000002851838,0.0002228944],"genre_scores_gemma":[0.9995266,0.00008486018,0.00003609964,0.00003788041,0.00001572989,0.000006283356,0.0002500219,0.000001018219,0.00004162885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000866589,"threshold_uncertainty_score":0.002448618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04764592593813469,"score_gpt":0.2602757513383878,"score_spread":0.2126298254002531,"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."}}