{"id":"W2000087908","doi":"10.1016/j.transproceed.2006.08.180","title":"Survival Analysis of Liver Transplant Patients in Canada 1997–2002","year":2006,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Manitoba Health; University of Manitoba; Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Medicine; Liver transplantation; Transplantation; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001059289,0.0001718612,0.0004643562,0.0004849918,0.00002836368,0.000008160716,0.00008061161,0.00007120787,0.0002547662],"category_scores_gemma":[0.000003108014,0.0001609487,0.0001194733,0.001023194,0.00002869829,0.0001299903,0.000001728598,0.0001244209,0.000002571714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595486,"about_ca_system_score_gemma":0.0001809153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5979889,"about_ca_topic_score_gemma":0.733184,"domain_scores_codex":[0.998465,0.000008840803,0.000582746,0.0002446321,0.0004686767,0.0002300745],"domain_scores_gemma":[0.9995298,0.00004683803,0.0001325191,0.00006495044,0.0001580712,0.00006776457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003070433,0.0001185583,0.9962353,0.0007321311,0.0001220197,0.00003923969,0.0005821487,0.00002626827,0.0009351979,0.0006490225,0.0001356862,0.0001173891],"study_design_scores_gemma":[0.001631171,0.00006032623,0.9732627,0.0001022004,0.00157424,0.000007932676,0.00006489277,0.0004457339,0.02260296,0.00001408269,0.00007569025,0.0001580673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963294,0.00003384506,0.0003603444,0.00009241739,0.00004429485,0.0003017881,0.0004448354,0.00004759142,0.002345506],"genre_scores_gemma":[0.9977705,0.0007398078,0.0004687385,0.0001134391,0.00001638406,0.00001226808,0.0007393086,0.00001778315,0.0001217791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1351952,"threshold_uncertainty_score":0.6563298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007519383956210612,"score_gpt":0.2147869412680888,"score_spread":0.2072675573118782,"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."}}