{"id":"W4401523100","doi":"10.21037/jgo-22-1183","title":"Stereotactic body radiation therapy for colorectal cancer liver metastases","year":2024,"lang":"en","type":"review","venue":"Journal of Gastrointestinal Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Colorectal cancer; Radiation therapy; Cancer; Oncology; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000634571,0.0004470449,0.002550909,0.0005216426,0.00004903102,0.00003888015,0.0001492275,0.0001789266,0.0001986875],"category_scores_gemma":[0.0002063049,0.0002791048,0.0016225,0.0002413377,0.00007310351,0.00008185976,0.00002819542,0.0007435034,0.00003746625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001867,"about_ca_system_score_gemma":0.002907495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001590107,"about_ca_topic_score_gemma":0.000006003978,"domain_scores_codex":[0.9977121,0.0002925964,0.001115259,0.0002707468,0.0002653604,0.0003439182],"domain_scores_gemma":[0.9971046,0.0008240368,0.001295709,0.0001187567,0.0004068642,0.0002499979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001285773,0.000623076,0.002710336,0.007101004,0.002404431,0.006028239,0.00004160508,6.814855e-8,0.00002963092,0.00003166839,0.005716531,0.9740276],"study_design_scores_gemma":[0.001942845,0.01970295,0.0001003969,0.01112226,0.01676837,0.04869424,0.00001120947,0.00007017934,0.00001561849,0.00002161687,0.9013683,0.0001820568],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002091885,0.9952808,0.00004504228,0.000323075,0.0006445358,0.001384608,0.0001027076,0.00002043935,0.0001069258],"genre_scores_gemma":[0.001083033,0.9931598,0.003378978,0.00007709744,0.001702527,0.0002013743,0.00008406986,0.00008347128,0.0002296379],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9738456,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436144428328915,"score_gpt":0.3956764780527769,"score_spread":0.2520620352198854,"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."}}