{"id":"W2973191595","doi":"10.1016/j.ijrobp.2019.06.1229","title":"Retrospective Review of Treatment Outcomes of Liver SBRT at a Single Institution","year":2019,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Retrospective cohort study; Radiosurgery; Liver cancer; Hepatocellular carcinoma; Surgery; Radiology; Radiation therapy; Internal medicine","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":[0.0007469172,0.0002724532,0.0007035013,0.002586466,0.0007244411,0.0008465557,0.0004610577,0.0003683387,0.001445712],"category_scores_gemma":[0.00252533,0.0003513105,0.0007827873,0.003889273,0.0005094713,0.0004904442,0.0007088313,0.0002861625,0.0004172662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219799,"about_ca_system_score_gemma":0.001208705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004987203,"about_ca_topic_score_gemma":0.005528429,"domain_scores_codex":[0.9983125,0.0002282729,0.0004686424,0.0004499791,0.0003048622,0.0002357635],"domain_scores_gemma":[0.9958209,0.0006268873,0.002014361,0.0004263961,0.0007194601,0.0003919471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001927101,0.00003447022,0.9940598,0.00007829356,0.0001513264,0.000446828,0.0001340275,0.00009185802,0.0004932776,0.00003137974,0.0002111774,0.004074915],"study_design_scores_gemma":[0.0000110672,0.0002173357,0.9950773,0.00003461341,0.0002208142,0.002463491,0.0005304707,0.0001580818,0.0003629475,0.00002943721,0.0008810575,0.00001354093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969755,0.001105185,0.0002465877,0.00002768015,0.000005656108,0.00002161875,0.001039913,0.00001047644,0.0005672314],"genre_scores_gemma":[0.9980807,0.0003254072,0.0001504005,0.00003521339,0.00001271473,0.00001696056,0.001278034,0.000009419489,0.00009096246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004987203,"threshold_uncertainty_score":0.009916365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05125287351523589,"score_gpt":0.32115592779968,"score_spread":0.2699030542844441,"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."}}