{"id":"W1964862229","doi":"10.1097/tp.0b013e31818bbdab","title":"Intraperitoneal Insulin Infusion Versus Islet Transplantation: Comparative Study in Patients with Type 1 Diabetes","year":2009,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Islet; Transplantation; Insulin; Type 2 diabetes; Diabetes mellitus; Internal medicine; Type 1 diabetes; Endocrinology","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":[0.00008690464,0.0001691883,0.0002952107,0.000172938,0.00005763598,0.00001638499,0.00004065725,0.00006237641,0.0001006315],"category_scores_gemma":[0.000007926365,0.0001371095,0.00002495873,0.0004098788,0.00003103682,0.0001812039,0.000001074919,0.0001467571,0.00003196704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004561576,"about_ca_system_score_gemma":0.00004511989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001838895,"about_ca_topic_score_gemma":0.00003877861,"domain_scores_codex":[0.9989279,0.00006987002,0.000270984,0.0002328836,0.0003076644,0.0001906949],"domain_scores_gemma":[0.9995495,0.00009313655,0.00005474735,0.0001170397,0.0001081259,0.00007743941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03253066,0.002426445,0.9441702,0.0001429582,0.0001126657,0.00004678273,0.01246696,0.0001926496,0.003643656,0.0000573516,0.0000510058,0.004158709],"study_design_scores_gemma":[0.02382534,0.006764771,0.965268,0.0001251767,0.000247614,0.000001435344,0.0003884596,0.000146584,0.003047885,0.00001013486,0.0000181774,0.0001563946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967986,0.00004034912,0.00004052351,0.00008927527,0.0001510987,0.0008022299,0.00001854262,0.00006704966,0.001992367],"genre_scores_gemma":[0.9986348,0.0000734183,0.000297752,0.0001910244,0.00004356048,0.00001726792,0.0007171051,0.000008883021,0.00001625077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02109787,"threshold_uncertainty_score":0.5591161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994360930723723,"score_gpt":0.2736490129350445,"score_spread":0.2537054036278073,"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."}}