{"id":"W2038137565","doi":"10.1136/pgmj.2006.053447","title":"Islet cell transplantation","year":2007,"lang":"en","type":"review","venue":"Postgraduate Medical Journal","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Islet; Transplantation; Islet cell transplantation; Context (archaeology); Pancreas transplantation; Diabetes mellitus; Insulin; Type 1 diabetes; Type 2 diabetes; Pancreas; Internal medicine; Intensive care medicine; Endocrinology; Kidney transplantation; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00132225,0.000412471,0.001740035,0.0004756952,0.0001206753,0.00004824749,0.0002027784,0.0005887702,0.00252572],"category_scores_gemma":[0.0004919055,0.0002666224,0.0008395251,0.0003541819,0.0001154465,0.0000572698,0.00001785553,0.002004231,0.0008389027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497035,"about_ca_system_score_gemma":0.001257441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005507628,"about_ca_topic_score_gemma":4.068768e-7,"domain_scores_codex":[0.9963534,0.0002000722,0.001134185,0.0002800397,0.001523621,0.0005086593],"domain_scores_gemma":[0.9975202,0.0004786567,0.000388987,0.0002158023,0.0001438499,0.001252525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004360419,0.0001442867,0.00001249638,0.01056285,0.0001711805,0.002423096,0.00003425244,1.444113e-8,0.00000152969,0.00001707679,0.008980352,0.9776093],"study_design_scores_gemma":[0.00127437,0.0002236482,0.00001693622,0.018657,0.002784792,0.01776938,0.00001127997,0.000005862618,0.00001448202,0.00003474789,0.9589686,0.00023895],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005864286,0.9788096,0.0009083634,0.0005616898,0.001168087,0.00032406,0.0000183831,0.00006073336,0.01809043],"genre_scores_gemma":[0.00001540966,0.9940436,0.0004778307,0.001239737,0.001988981,0.000008604678,0.0002441766,0.00006246223,0.001919167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9773703,"threshold_uncertainty_score":0.9999786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06925441619117918,"score_gpt":0.3671474504936527,"score_spread":0.2978930343024735,"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."}}