{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004142292,0.0001397672,0.0004026808,0.0004784144,0.0003315377,0.001135674,0.0003362428,0.0004733751,0.002427368],"category_scores_gemma":[0.01600719,0.00008701713,0.0004521746,0.001180361,0.001052521,0.000936824,0.0003609725,0.000658224,0.0002171923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005449576,"about_ca_system_score_gemma":0.0008557983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005960902,"about_ca_topic_score_gemma":0.001977385,"domain_scores_codex":[0.9980876,0.0005063884,0.0004054017,0.0002482292,0.0005738116,0.0001785389],"domain_scores_gemma":[0.9809579,0.008244819,0.008937068,0.0002911573,0.0006621613,0.0009068254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005960613,0.00003459417,0.9491988,0.0006180371,0.000356296,0.0004341487,0.000233818,0.0001928102,0.0002882722,0.0007634594,0.0009839939,0.04629981],"study_design_scores_gemma":[0.00007699543,0.0005767607,0.9772881,0.001899766,0.0007168282,0.007999649,0.001952028,0.0007800113,0.0004736868,0.003301774,0.004910172,0.00002421755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404621,0.04722955,0.001370378,0.006913553,0.0003811669,0.00002965327,0.0002184424,0.000008055124,0.003387024],"genre_scores_gemma":[0.9904332,0.008007977,0.0002397576,0.0004873736,0.000665579,0.000005702245,0.00008556945,0.000006957393,0.00006792756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004142292,"threshold_uncertainty_score":0.02190685,"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."}}