{"id":"W4367671633","doi":"10.1097/xcs.0000000000000734","title":"Toronto Management of Initially Unresectable Liver Metastasis from Colorectal Cancer in a Living Donor Liver Transplant Program","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University Health Network; University of Toronto","funders":"Pfizer","keywords":"Medicine; Colorectal cancer; General surgery; Oncology; Cancer; Internal medicine","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":[0.0005687423,0.0001502785,0.00016154,0.0002917832,0.000807674,0.0005066463,0.0003108383,0.0002539396,0.001617364],"category_scores_gemma":[0.001116218,0.00008086617,0.0001791878,0.0002828829,0.0002665419,0.0003884577,0.0005901114,0.0003983296,0.0001643662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005875374,"about_ca_system_score_gemma":0.00108294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543192,"about_ca_topic_score_gemma":0.005197232,"domain_scores_codex":[0.9996957,0.0001092936,0.00002243253,0.00003712412,0.00003984881,0.00009578642],"domain_scores_gemma":[0.999177,0.00009500964,0.0002104524,0.00001234512,0.00004272503,0.0004623726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000411742,0.0008868388,0.972549,0.00009707641,0.00002550923,0.003216252,0.0003857548,0.0001547605,0.0006946871,0.00005146738,0.001259964,0.020267],"study_design_scores_gemma":[0.0001769454,0.004932544,0.9805164,0.0001240414,0.00006020632,0.008462435,0.002050067,0.000752868,0.0006844287,0.000225538,0.002001536,0.00001300987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981726,0.0004383801,0.00007320266,0.0003654793,0.00001271131,0.00006189005,0.00005161637,0.000004656367,0.0008193592],"genre_scores_gemma":[0.9990014,0.000277097,0.0001456569,0.0002043415,0.00003555763,0.00003776472,0.0001132567,0.000001189381,0.0001836544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001617364,"threshold_uncertainty_score":0.005410671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04193755834264877,"score_gpt":0.2798118917539614,"score_spread":0.2378743334113126,"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."}}