{"id":"W3082459797","doi":"10.1097/01.tp.0000700204.30720.0a","title":"A DETAILED ANALYSIS OF THE CURRENT STATUS OF INTESTINAL TRANSPLANTATION IN THE MIDDLE EAST","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Etiology; Transplantation; Parenteral nutrition; Short bowel syndrome; Middle East; Surgery; Liver transplantation; General surgery; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005844831,0.00005881621,0.0001433847,0.00008059148,0.00002260813,0.000003965451,0.0000901843,0.00001341241,0.00002652172],"category_scores_gemma":[0.00001664439,0.00003614137,0.0001340332,0.0009342209,0.00004024301,0.000038211,0.000002053129,0.00007884732,0.000002390825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009394833,"about_ca_system_score_gemma":0.00006284583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003970484,"about_ca_topic_score_gemma":0.0002176907,"domain_scores_codex":[0.9992633,0.00007415729,0.0002463773,0.00009963734,0.0002284789,0.00008809027],"domain_scores_gemma":[0.9996427,0.00005059785,0.00007737859,0.0001244275,0.00006276149,0.0000421175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001226508,0.000561106,0.9225628,0.001343377,0.0004204787,0.00001097264,0.04741392,0.002113008,0.0158956,0.001857605,0.00001356779,0.006581041],"study_design_scores_gemma":[0.0008540748,0.0000550621,0.987855,0.0001315043,0.003893505,0.00000361673,0.0004776846,0.005099482,0.001535042,0.00004112269,0.00001667932,0.00003723247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920267,0.0002051714,0.006353939,0.0005638119,0.00001305781,0.0003011907,0.0001232165,0.000007742243,0.0004051386],"genre_scores_gemma":[0.9991996,0.0002748656,0.00008430252,0.0001390533,0.000007999897,0.00002129603,0.0002686132,0.000003171971,0.000001137804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06529218,"threshold_uncertainty_score":0.1473802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06618353314338597,"score_gpt":0.2841581527632133,"score_spread":0.2179746196198273,"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."}}