{"id":"W4220980568","doi":"10.1001/jamasurg.2022.0300","title":"Recipient and Donor Outcomes After Living-Donor Liver Transplant for Unresectable Colorectal Liver Metastases","year":2022,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Liver transplantation; Colorectal cancer; Perioperative; Surgery; Internal medicine; Liver disease; Univariate analysis; Cohort; Prospective cohort study; Cancer; Gastroenterology; Multivariate analysis; Transplantation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007180901,0.0002517776,0.0005916506,0.0002373216,0.0002380818,0.00005313239,0.00005894458,0.00007250535,0.002247228],"category_scores_gemma":[0.0001506929,0.000206952,0.0004229536,0.0001840979,0.00005549901,0.000145116,0.00008500986,0.0001824083,0.00002277085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142708,"about_ca_system_score_gemma":0.0001243522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002476014,"about_ca_topic_score_gemma":0.00004505595,"domain_scores_codex":[0.9983334,0.0001847765,0.0003237604,0.0004151626,0.0003051716,0.0004377141],"domain_scores_gemma":[0.9976321,0.001818904,0.00008007758,0.0002071654,0.00005784947,0.0002038823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001688781,0.0004451007,0.9787301,0.0002007777,0.0003724144,0.001104071,0.0007524906,4.081556e-7,0.0001411436,0.00002043092,0.009163092,0.007381223],"study_design_scores_gemma":[0.002384486,0.0009586952,0.9054614,0.0001972206,0.001492416,0.0004764556,0.000336657,0.00187332,0.003368306,0.00002308101,0.08280662,0.0006213743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917281,0.005446395,0.00004645883,0.000668576,0.0003748232,0.0009429773,0.0005774737,0.00006967751,0.0001455114],"genre_scores_gemma":[0.9947746,0.0004446578,0.0003309455,0.0006321641,0.00009835637,0.001563356,0.0002266325,0.0000450248,0.001884201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07364352,"threshold_uncertainty_score":0.9986649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06241566861990701,"score_gpt":0.2384848836592416,"score_spread":0.1760692150393346,"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."}}