{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001473942,0.0005449103,0.0002788518,0.0006408662,0.000148435,0.0002576114,0.000140937,0.0004949284,0.0007722931],"category_scores_gemma":[0.0007191967,0.000158878,0.0001552231,0.0002812403,0.0001843705,0.000473794,0.0001851588,0.0004784658,0.0004136011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004536653,"about_ca_system_score_gemma":0.00008223404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000216223,"about_ca_topic_score_gemma":0.0001801705,"domain_scores_codex":[0.9999132,0.00002211677,0.00001302523,0.00001894419,0.00001743872,0.00001535169],"domain_scores_gemma":[0.9997484,0.00006488973,0.00006419138,0.00002161266,0.00003464154,0.00006619165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001657421,0.0003695633,0.3630835,0.0003645958,0.00007077489,0.206577,0.0007040917,0.0004583928,0.2541842,0.0003005806,0.002634713,0.1695951],"study_design_scores_gemma":[0.0001014222,0.002447362,0.3055437,0.0002148191,0.0003109755,0.6022218,0.00120548,0.004522057,0.06533631,0.0005952326,0.01739169,0.0001092248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504845,0.01821275,0.02219654,0.0008475444,0.0002665424,0.00004803292,0.0001965498,0.0005221077,0.007225447],"genre_scores_gemma":[0.9895771,0.004080935,0.004943597,0.0002457286,0.0002176916,0.00000978527,0.00009138972,0.00002116254,0.0008128095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007722931,"threshold_uncertainty_score":0.002583563,"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."}}