{"id":"W4381199592","doi":"10.1016/j.hpb.2023.05.012","title":"The toronto management of initially unresectable liver metastases from colorectal cancer in a living donor liver transplant program","year":2023,"lang":"en","type":"article","venue":"HPB","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Liver transplantation; Population; Internal medicine; Demographics; Colorectal cancer; Surgery; Referral; Transplantation; Gastroenterology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002238064,0.0001313299,0.0002280587,0.0000411223,0.00006475751,0.00002195967,0.00009407064,0.0000476736,0.0006324562],"category_scores_gemma":[0.000008571798,0.00008914651,0.0001043227,0.0002125367,0.00004610396,0.00007290166,0.00004651604,0.00006969043,0.00003017205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047555,"about_ca_system_score_gemma":0.00004846228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351563,"about_ca_topic_score_gemma":0.01456667,"domain_scores_codex":[0.9989891,0.00008257054,0.0002115313,0.0002061161,0.0002242201,0.0002864814],"domain_scores_gemma":[0.9995072,0.0002216678,0.00004468283,0.0001296571,0.00003064927,0.00006611752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007480016,0.000607487,0.5968744,0.0003758034,0.001054759,0.003234945,0.004717807,0.000004046597,0.001322874,0.00008777191,0.0005546348,0.3904175],"study_design_scores_gemma":[0.002916391,0.001097921,0.9472088,0.001718227,0.001352085,0.00001625974,0.002346386,0.02914669,0.007108357,0.00001327233,0.006738805,0.0003367557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880806,0.008937535,0.00001165737,0.00004428354,0.00008286408,0.001074534,0.0001142987,0.0000807234,0.001573515],"genre_scores_gemma":[0.9886056,0.00945037,0.0007121505,0.00001874894,0.00005383782,0.0006574693,0.00006283814,0.00001873508,0.0004202072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3900807,"threshold_uncertainty_score":0.9930534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05565356565506099,"score_gpt":0.2850755930434616,"score_spread":0.2294220273884006,"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."}}