{"id":"W2800686346","doi":"10.1097/txd.0000000000000776","title":"Liver Transplantation Without Venovenous Bypass: Does Surgical Approach Matter?","year":2018,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Propensity score matching; Perioperative; Liver transplantation; Surgery; Confounding; Transplantation; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002291273,0.0003182292,0.0004540746,0.0002362365,0.0001881523,0.00004926616,0.0001305278,0.0001957785,0.001204296],"category_scores_gemma":[0.000003804978,0.000239125,0.0001792803,0.0002951267,0.0001896094,0.0002388138,0.000003530837,0.0002111297,0.0004141238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005574691,"about_ca_system_score_gemma":0.00006588918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001334671,"about_ca_topic_score_gemma":0.00004914612,"domain_scores_codex":[0.998077,0.0001034096,0.0004773934,0.000507461,0.0004496107,0.0003851387],"domain_scores_gemma":[0.99919,0.00009314943,0.0001102343,0.0002820232,0.0001375467,0.0001870228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02988662,0.004680965,0.7986131,0.03247341,0.001672259,0.009477049,0.05757698,0.00006085035,0.03401614,0.005317113,0.004210402,0.02201506],"study_design_scores_gemma":[0.01403671,0.00156765,0.5472952,0.0008770975,0.003418116,0.0103747,0.0003137134,0.0009157971,0.4094567,0.0002255042,0.009927532,0.001591317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8366842,0.0002582606,0.03002952,0.0006008191,0.0004419489,0.001373124,0.0003946887,0.001103666,0.1291137],"genre_scores_gemma":[0.9844118,0.005013415,0.006941081,0.0005671475,0.0003746901,0.00005966298,0.0007412982,0.00006840644,0.001822479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3754405,"threshold_uncertainty_score":0.9997087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328285596209082,"score_gpt":0.2706784433728879,"score_spread":0.2573955874107971,"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."}}