{"id":"W4361279632","doi":"10.3390/curroncol30040296","title":"Longer Survival and Preserved Liver Function after Proton Beam Therapy for Patients with Unresectable Hepatocellular Carcinoma","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Japan Agency for Medical Research and Development","keywords":"Medicine; Hepatocellular carcinoma; Radiofrequency ablation; Transcatheter arterial chemoembolization; Internal medicine; Gastroenterology; Overall survival; Liver function; Radiology; Oncology; Ablation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003183405,0.0001561574,0.0003394155,0.0002823053,0.0003187165,0.0002577686,0.0001081053,0.00020936,0.001006097],"category_scores_gemma":[0.0007521319,0.00006187158,0.0003232962,0.000368868,0.0002091057,0.0002105337,0.0001800651,0.0003180945,0.0001139141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298528,"about_ca_system_score_gemma":0.0003042076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005895945,"about_ca_topic_score_gemma":0.0008297722,"domain_scores_codex":[0.9998825,0.00003142341,0.00001008312,0.00002032012,0.00002416369,0.00003150857],"domain_scores_gemma":[0.9994451,0.0001295442,0.0002207725,0.00002126963,0.00003779652,0.0001454801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001724638,0.00009190096,0.9846118,0.00005140513,0.00009230615,0.000816945,0.00009602724,0.0002222484,0.00189074,0.00002104994,0.0001666978,0.01021436],"study_design_scores_gemma":[0.00005099316,0.001081969,0.9952949,0.000006715071,0.0001181644,0.002141012,0.00007297582,0.000216563,0.0005007559,0.00004478493,0.0004658497,0.000005348817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983815,0.001079213,0.00007930511,0.00006099857,0.000007237853,0.000004432743,0.00005362727,0.000003069643,0.0003305918],"genre_scores_gemma":[0.9996667,0.0001389188,0.0000180122,0.00001838176,0.00001315999,0.000003298127,0.00008455118,6.192732e-7,0.00005641994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001006097,"threshold_uncertainty_score":0.003365755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314256259431605,"score_gpt":0.3137894096636643,"score_spread":0.1823637837205037,"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."}}