{"id":"W2064625295","doi":"10.4161/isl.22384","title":"Intraoperative ultrasound examination is useful for monitoring transplanted islets","year":2012,"lang":"en","type":"article","venue":"Islets","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Medicine; Transplantation; Islet; Splenic vein; Catheter; Liver transplantation; Radiology; Portal vein thrombosis; Lumen (anatomy); Pancreatitis; Surgery; Portal vein; Internal medicine; Portal hypertension; Diabetes mellitus; Endocrinology","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":[0.0002109723,0.0001343261,0.000205755,0.00007723079,0.00008761448,0.00001787889,0.00003608491,0.00009158605,0.0003014158],"category_scores_gemma":[0.0002004461,0.0001143807,0.00007108974,0.0001080842,0.00003242825,0.0001922593,0.000003763504,0.00009193684,0.00009265511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006127798,"about_ca_system_score_gemma":0.00002361293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006630181,"about_ca_topic_score_gemma":1.688925e-7,"domain_scores_codex":[0.9991724,0.00003236556,0.0001724569,0.0001579963,0.0001694966,0.00029528],"domain_scores_gemma":[0.9992653,0.000299589,0.00004060013,0.0001468424,0.0001050569,0.0001426188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002926809,0.0005256177,0.1208463,0.0002985804,0.0002689185,0.000006890187,0.009153301,0.00000212005,0.8508569,0.0002982147,0.005020386,0.01243006],"study_design_scores_gemma":[0.002260366,0.0002924426,0.185371,0.0002049184,0.0002088903,0.00004625562,0.000455542,0.00009502093,0.7973504,0.00002766685,0.01349216,0.0001952844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902561,0.000315772,0.00181628,0.0002584417,0.0008268162,0.0004129343,0.00003538892,0.00008356831,0.005994705],"genre_scores_gemma":[0.9957185,0.00006287134,0.001201141,0.0005108301,0.0007802563,0.00007550568,0.00005056482,0.00002143966,0.001578856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06452467,"threshold_uncertainty_score":0.4664309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406374523844428,"score_gpt":0.2947814529154559,"score_spread":0.2607177076770116,"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."}}