{"id":"W2326009075","doi":"10.3727/000000003108747280","title":"The Bag Method for Islet Cell Infusion","year":2003,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Islet; Transplantation; Portal venous pressure; Surgery; Thrombosis; Portal vein thrombosis; Syringe; Portal vein; Islet cell transplantation; Anesthesia; Portal hypertension; 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":[0.0003177809,0.00007816035,0.0001019456,0.00003214388,0.0001496437,0.0000146017,0.00002691548,0.00005424215,0.000094913],"category_scores_gemma":[0.00003664486,0.00005243683,0.00006522079,0.00007792845,0.00001590708,0.00003372467,7.982858e-7,0.0000591222,0.00004058843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001421333,"about_ca_system_score_gemma":0.00003997462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005138849,"about_ca_topic_score_gemma":0.000001599748,"domain_scores_codex":[0.999421,0.00006078081,0.0001466711,0.0001245186,0.0001067423,0.0001402597],"domain_scores_gemma":[0.999266,0.0004723803,0.00003973786,0.0001164184,0.00005017413,0.00005525217],"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":[0.0006911318,0.0001761132,0.002178299,0.0008975316,0.00002862413,0.0000063138,0.001208968,0.0001026624,0.97789,0.00237446,0.005554698,0.0088912],"study_design_scores_gemma":[0.003154189,0.0002177805,0.00144105,0.00003032727,0.0002431197,0.00001193679,0.000222231,0.0008928215,0.9090234,0.0005350881,0.08413453,0.00009350254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4671302,0.0008002797,0.3699539,0.000549951,0.0007265895,0.00115922,0.00003029976,0.0001026441,0.159547],"genre_scores_gemma":[0.9032429,0.001489518,0.07484701,0.001464844,0.0001530309,0.0001552032,0.0002781758,0.00003694322,0.01833237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4361127,"threshold_uncertainty_score":0.2138312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438687111994442,"score_gpt":0.2704834365409147,"score_spread":0.2560965654209703,"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."}}