{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083997,0.0001974667,0.0002162634,0.0003873945,0.0003737157,0.00058734,0.0002218767,0.0002469205,0.001941871],"category_scores_gemma":[0.002123928,0.0001024161,0.0003315197,0.0004298188,0.0002690156,0.0005099525,0.0004280156,0.0004887154,0.0002199131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407432,"about_ca_system_score_gemma":0.0003187493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008361525,"about_ca_topic_score_gemma":0.001746896,"domain_scores_codex":[0.9996436,0.00008152908,0.0000483775,0.00005781284,0.00007896646,0.00008969055],"domain_scores_gemma":[0.9982458,0.0002405278,0.0008641061,0.00008535696,0.0001315856,0.0004326033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000175106,0.00005474916,0.997544,0.000009542701,0.00004275771,0.000200024,0.00004893541,0.00007321324,0.0001142533,0.00002540177,0.0000956679,0.0016163],"study_design_scores_gemma":[0.00001697281,0.0003384186,0.9972652,0.00001382923,0.00004647028,0.001408801,0.0001960617,0.0002604633,0.0001739975,0.00007915634,0.000192546,0.000008039478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992365,0.0001702917,0.00007204192,0.00003647653,0.000007757707,0.00000465412,0.0001858502,0.000001786821,0.0002847048],"genre_scores_gemma":[0.9995876,0.00005632538,0.00001838615,0.00001280247,0.000008538439,0.00000336515,0.000231607,9.105487e-7,0.00008048626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001941871,"threshold_uncertainty_score":0.006496191,"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."}}