{"id":"W4214774902","doi":"10.3390/curroncol29020054","title":"Attitudes of Canadian Colorectal Cancer Care Providers towards Liver Transplantation for Colorectal Liver Metastases: A National Survey","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Colorectal cancer; Referral; Liver transplantation; General surgery; Internal medicine; Family medicine; Oncology; Transplantation; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009296161,0.0002001367,0.0002453417,0.0008165311,0.001826289,0.0007439014,0.0005232375,0.0004276139,0.002536218],"category_scores_gemma":[0.003268943,0.0002641731,0.0004029841,0.002146693,0.0005907799,0.0003473861,0.0006647957,0.0007000687,0.0002663537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01223401,"about_ca_system_score_gemma":0.01304515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9751013,"about_ca_topic_score_gemma":0.9818612,"domain_scores_codex":[0.9989827,0.0000945071,0.00006885283,0.00007977156,0.0004756006,0.0002985148],"domain_scores_gemma":[0.9967327,0.0002665005,0.0007549859,0.00005302165,0.001273729,0.0009190202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000422465,0.00005935672,0.9891172,0.00006816857,0.00002054912,0.00007617354,0.002804524,0.00004542517,0.0001435972,0.00003766727,0.002230845,0.005354212],"study_design_scores_gemma":[0.000006006627,0.00003655432,0.9938439,0.00004084842,0.00001023344,0.00007061724,0.004271178,0.000129425,0.00003559042,0.000008217583,0.00153734,0.00001019292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924814,0.0003992582,0.00006146971,0.001183939,0.00001665631,0.00006552722,0.002228416,0.000007093196,0.003556316],"genre_scores_gemma":[0.9972177,0.0005490705,0.0001592681,0.0005119417,0.000008309182,0.00002724541,0.0008063297,0.000002639712,0.0007174374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489871,"threshold_uncertainty_score":0.08876443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2069874015717769,"score_gpt":0.3764093578137531,"score_spread":0.1694219562419762,"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."}}