{"id":"W3092780221","doi":"10.1245/s10434-020-09117-x","title":"Response to: “Surgical Volume Alone Does Not Determine Outcome Following Liver Transplant for Perihilar Cholangiocarcinoma”","year":2020,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Surgical oncology; Medicine; Klatskin tumor; Outcome (game theory); Liver transplantation; General surgery; Radiology; Oncology; Internal medicine; Surgery; Transplantation; Resection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005101815,0.0008173321,0.002013542,0.001111269,0.004746328,0.003446682,0.002736125,0.04795094,0.007590225],"category_scores_gemma":[0.03139511,0.0009651281,0.001652745,0.001595241,0.002241124,0.00237231,0.002042343,0.0349975,0.007699518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007233393,"about_ca_system_score_gemma":0.01003457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01379187,"about_ca_topic_score_gemma":0.02637536,"domain_scores_codex":[0.995955,0.001030967,0.0007579004,0.0005047008,0.000751699,0.0009997656],"domain_scores_gemma":[0.9817861,0.00993564,0.00178041,0.0005234456,0.002656908,0.003317607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002371876,0.00006516145,0.006882945,0.00008378257,0.00004984826,0.001819231,0.0001881812,0.0001362788,0.0001798141,0.0008919221,0.9825068,0.006958854],"study_design_scores_gemma":[0.0006608895,0.0004808833,0.03121316,0.001380024,0.0003201231,0.004524937,0.002895161,0.001776361,0.0008139048,0.00816949,0.9474534,0.0003115652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001232044,0.0003183883,0.00004420828,0.9855604,0.01133782,0.00001381882,0.0002028272,0.00002012419,0.001270406],"genre_scores_gemma":[0.004678866,0.000320632,0.00009977317,0.9733312,0.01841646,0.00004273291,0.0001134672,0.00001746283,0.002979351],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04795094,"threshold_uncertainty_score":0.05248219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021623744236618,"score_gpt":0.3624905651858323,"score_spread":0.2603281907621705,"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."}}