{"id":"W4389334039","doi":"10.3390/curroncol30120752","title":"Trends in Selective Internal Radiation Therapy (SIRT) for Treating Hepatocellular Carcinoma, Cholangiocarcinoma, and Liver Metastasis: A Total Population Analysis from 2006 to 2021 in Germany","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Selective internal radiation therapy; Metastasis; Reimbursement; Internal medicine; Liver cancer; Population; Gastroenterology; Oncology; Cancer; Health care; Environmental health","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":[0.0006708653,0.0002496794,0.000349976,0.001815601,0.0001343699,0.0006297919,0.0002828546,0.0002944225,0.0009982469],"category_scores_gemma":[0.001412967,0.0002388829,0.001044596,0.002938145,0.0001866357,0.000684735,0.0004445376,0.0003967236,0.0002353009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227063,"about_ca_system_score_gemma":0.0006213898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02513691,"about_ca_topic_score_gemma":0.02335757,"domain_scores_codex":[0.9992985,0.00009684108,0.0001374139,0.0002028555,0.0001197285,0.0001446956],"domain_scores_gemma":[0.9988458,0.0001051756,0.0007242463,0.00004989027,0.0001654386,0.0001095631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001104631,0.00001836102,0.9902363,0.0001074981,0.0003577644,0.0001019947,0.00007287296,0.0004024213,0.0002309108,0.0001347992,0.001309943,0.006916596],"study_design_scores_gemma":[0.000003610853,0.0000312802,0.9980736,0.00002392013,0.0001012126,0.000148588,0.00009077739,0.000346032,0.00005851763,0.00002060548,0.001096399,0.000005424374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810455,0.005931771,0.0003949669,0.000348616,0.00002926307,0.00001159847,0.01131859,0.00002565323,0.0008940689],"genre_scores_gemma":[0.9912225,0.001825175,0.0002141506,0.0001571121,0.00003187898,0.00001570982,0.006258322,0.0000089843,0.0002660626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02513691,"threshold_uncertainty_score":0.04998124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06251735655491206,"score_gpt":0.3641973000952847,"score_spread":0.3016799435403726,"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."}}