{"id":"W4391211131","doi":"10.3390/curroncol31020045","title":"Radiation Segmentectomy for Hepatocellular Carcinoma","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Percutaneous; Radiofrequency ablation; Radiology; Selective internal radiation therapy; Liver cancer; Radiation therapy; Thermal ablation; Cancer; Ablative case; Ablation; Surgery; Internal medicine","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":[0.0001301675,0.0001801454,0.0003022288,0.0003731473,0.0001759894,0.0002663768,0.0001002127,0.0001864237,0.0021777],"category_scores_gemma":[0.0003340527,0.00005422598,0.000401467,0.0004162969,0.0002246279,0.0001727817,0.0002260103,0.000353617,0.0008474233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874887,"about_ca_system_score_gemma":0.0003531883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008379747,"about_ca_topic_score_gemma":0.001205133,"domain_scores_codex":[0.999949,0.00001600357,0.000005208513,0.000006815882,0.00001227622,0.00001066358],"domain_scores_gemma":[0.9999176,0.00002593097,0.00002212444,0.000008536526,0.000008612756,0.00001714629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001212126,0.00007070674,0.02986992,0.004603335,0.0005156994,0.01490281,0.0002832416,0.0009987232,0.04124472,0.003742793,0.01641756,0.8861385],"study_design_scores_gemma":[0.0002289384,0.003193566,0.2165065,0.002325127,0.001065734,0.2391257,0.0005630126,0.001479268,0.03938795,0.006343972,0.4896348,0.000145398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.166734,0.7856291,0.01200958,0.002822008,0.000791722,0.0001067015,0.0003859386,0.000434631,0.03108627],"genre_scores_gemma":[0.698331,0.2873891,0.004285098,0.001366601,0.0009258366,0.00005667658,0.001152183,0.00005157912,0.006441963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0021777,"threshold_uncertainty_score":0.007285058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177987137807859,"score_gpt":0.3775400536940847,"score_spread":0.1995529158862257,"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."}}