{"id":"W7102331113","doi":"","title":"Postoperative Adjuvant Transcatheterarterial Chemoembolization Should Be Considered Selectively for Patients with Cytokeratin-19 Positive Hepatocellular Carcinoma","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Hepatocellular carcinoma; Propensity score matching; Adjuvant; Stage (stratigraphy); Retrospective cohort study; Cancer; Overall survival; Hepatectomy","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":[0.0002269791,0.000218172,0.0005255701,0.0002282375,0.0003430991,0.0003667542,0.0001500178,0.0003591005,0.001002915],"category_scores_gemma":[0.0007878701,0.00009410892,0.0002709331,0.000289562,0.0003014762,0.0005028376,0.0001658543,0.0004758963,0.0001162626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072072,"about_ca_system_score_gemma":0.0006326112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008328056,"about_ca_topic_score_gemma":0.002559608,"domain_scores_codex":[0.9998749,0.00002500641,0.00001879275,0.00002155835,0.00002242841,0.00003726402],"domain_scores_gemma":[0.9997836,0.0000563526,0.00005507408,0.00001048179,0.00002189833,0.00007257614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004198219,0.0003504411,0.8718638,0.0002847542,0.0001065839,0.006572723,0.0001671634,0.000474985,0.01306505,0.0002387816,0.002404592,0.100273],"study_design_scores_gemma":[0.0004610402,0.00250799,0.9583139,0.0001839519,0.0005706634,0.01820647,0.0008413352,0.003291167,0.006091413,0.001065952,0.008416429,0.00004966728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883436,0.00684755,0.0007385987,0.00124497,0.0001606472,0.00004268357,0.00007960838,0.00002593689,0.002516437],"genre_scores_gemma":[0.9973316,0.001349639,0.0003636128,0.0003136344,0.0002015747,0.0000151918,0.0001098599,0.000003516688,0.0003114422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001002915,"threshold_uncertainty_score":0.003355086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2177097889009467,"score_gpt":0.4682463092224316,"score_spread":0.2505365203214849,"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."}}