{"id":"W2030546531","doi":"10.1097/00007890-200010150-00027","title":"ESTIMATING THE BENEFITS OF SOLITARY PANCREAS TRANSPLANTATION IN NONUREMIC PATIENTS WITH TYPE 1 DIABETES MELLITUS: A THEORETICAL ANALYSIS","year":2000,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pancreas transplantation; Medicine; Transplantation; Diabetes mellitus; Pancreas; Type 1 diabetes; Life expectancy; Internal medicine; Kidney transplantation; Surgery; Intensive care medicine; Endocrinology; Population","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":[0.0001340253,0.0001778991,0.00034967,0.0001882319,0.00005519612,0.00001052077,0.00006838837,0.00006912112,0.0004599084],"category_scores_gemma":[0.000004089603,0.0001100229,0.0001041197,0.0007471277,0.0001011567,0.0001266603,6.093119e-7,0.0001177035,0.00001118483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000021473,"about_ca_system_score_gemma":0.00003001915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000133776,"about_ca_topic_score_gemma":0.0001513539,"domain_scores_codex":[0.9987131,0.00008160333,0.0004001227,0.0002307035,0.00036124,0.0002132783],"domain_scores_gemma":[0.9994174,0.0001927707,0.00007546895,0.0001662792,0.00008684583,0.00006125457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002664277,0.0002362027,0.9626949,0.0005345589,0.0006032823,0.00001878853,0.002229833,0.02168562,0.00005252045,0.0003913461,2.958586e-7,0.008888418],"study_design_scores_gemma":[0.003903207,0.0003242689,0.9852636,0.0005585816,0.003385101,0.0000107159,0.00002434197,0.005371372,0.0008965968,0.0001440497,4.75029e-7,0.0001176534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997627,0.000192061,0.0007148056,0.00007724371,0.00002607665,0.0004542033,0.0001446177,0.00002488643,0.0007391566],"genre_scores_gemma":[0.9945574,0.0009077008,0.002560419,0.00008671613,0.00001681629,0.00001493359,0.001829244,0.0000144695,0.00001229667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02256878,"threshold_uncertainty_score":0.5035675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007513034839363681,"score_gpt":0.242656350432363,"score_spread":0.2351433155929993,"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."}}