{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086704,0.0001915445,0.0003078512,0.0002049648,0.0001894047,0.00007388838,0.0001598617,0.0001283328,0.0001622188],"category_scores_gemma":[0.00002486428,0.0001724728,0.0001164652,0.00005596483,0.00006904803,0.0004326788,0.00000438623,0.000210148,0.00005459004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005048175,"about_ca_system_score_gemma":0.00003685507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003617761,"about_ca_topic_score_gemma":0.0004941471,"domain_scores_codex":[0.9988094,0.00003642138,0.0003869686,0.0002794879,0.0002468312,0.0002408862],"domain_scores_gemma":[0.99933,0.00008200969,0.0001412353,0.0003217254,0.00004397542,0.00008098823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001043671,0.0001564278,0.9793591,0.002331083,0.00003924896,0.001539375,0.00449114,0.00000932232,0.004202278,0.001350213,0.00002379736,0.005454302],"study_design_scores_gemma":[0.003093075,0.0001086184,0.9585784,0.0004066177,0.0002152183,0.0002862536,0.00006080047,0.0002583909,0.0365776,0.0001634367,0.00005444232,0.000197123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976421,0.00004487878,0.01268912,0.001295028,0.0001756242,0.0005232888,0.00005676904,0.000184553,0.008609746],"genre_scores_gemma":[0.9897612,0.00599322,0.003227898,0.0004090906,0.00003427406,0.00002971617,0.0001586036,0.00002879494,0.0003572392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03237532,"threshold_uncertainty_score":0.7033236,"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."}}