{"id":"W2574587986","doi":"10.1097/tp.0000000000001656","title":"Interpreting Outcomes in DCDD Liver Transplantation","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Odds ratio; Liver transplantation; Internal medicine; Confidence interval; Retrospective cohort study; Transplantation; Surgery; Gastroenterology","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":[0.01142119,0.0004844919,0.0004814003,0.004907547,0.0006453475,0.002314576,0.0007757823,0.0003464575,0.001214519],"category_scores_gemma":[0.05776705,0.0002260834,0.0006373656,0.005346225,0.0008151426,0.001300276,0.002559743,0.0008032791,0.0002813117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054595,"about_ca_system_score_gemma":0.001047816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349211,"about_ca_topic_score_gemma":0.003381002,"domain_scores_codex":[0.9893447,0.004833381,0.002236965,0.00131493,0.001680123,0.0005898886],"domain_scores_gemma":[0.9566067,0.01450751,0.02074631,0.002631794,0.004192186,0.001315445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005003249,0.00001340753,0.9918601,0.00009642156,0.0001019003,0.00008786704,0.0003378116,0.0001286898,0.00005180499,0.0002459707,0.0009048907,0.006121109],"study_design_scores_gemma":[0.000009999453,0.0001505549,0.9879156,0.0003240248,0.0001646768,0.001025768,0.001932551,0.001013546,0.0005420783,0.001549004,0.005351809,0.00002038861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711074,0.004728628,0.006388127,0.002475741,0.0003076008,0.0001424306,0.006936525,0.0001097131,0.007803855],"genre_scores_gemma":[0.9951153,0.0004745283,0.001447936,0.0003347185,0.0001747014,0.00007501393,0.002213925,0.00002868275,0.000135097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142119,"threshold_uncertainty_score":0.06040174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941751782425688,"score_gpt":0.3165697851681586,"score_spread":0.2971522673439018,"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."}}