{"id":"W2059419220","doi":"10.3727/000000007783464849","title":"Long-Term Graft Function after Allogeneic Islet Transplantation","year":2007,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia; Capital District Health Authority","funders":"","keywords":"Islet; Medicine; Immunosuppression; Transplantation; Diabetes mellitus; Type 1 diabetes; Kidney; Surgery; Urology; Internal medicine; Gastroenterology; 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":[0.0002679931,0.0002033115,0.0002108938,0.0002256704,0.00007920338,0.00002139058,0.00003991741,0.0001637774,0.0006716589],"category_scores_gemma":[0.000005008105,0.0001893848,0.0001246652,0.0002231107,0.00004627673,0.0001777548,0.000001606536,0.0001487363,0.0002562179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000505964,"about_ca_system_score_gemma":0.00003848549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001204682,"about_ca_topic_score_gemma":0.00003471804,"domain_scores_codex":[0.998674,0.00003535497,0.0003619934,0.0003105602,0.0003039859,0.0003141114],"domain_scores_gemma":[0.9994098,0.00009460525,0.00007263525,0.0001735144,0.00008009362,0.0001693774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007386672,0.0003556137,0.5206463,0.001949802,0.0001050367,0.0005773311,0.001424225,0.00002645317,0.4579826,0.00006480645,0.0001444372,0.009336699],"study_design_scores_gemma":[0.002847214,0.0002784776,0.8019559,0.0001194614,0.0007584197,0.0001323097,0.00004376349,0.00001606382,0.1934083,0.00003324671,0.0002214432,0.0001853956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074793,0.0003882544,0.08259797,0.00006888797,0.000449373,0.0003803054,0.00002429358,0.0001486194,0.008462947],"genre_scores_gemma":[0.995035,0.0007847723,0.0005673973,0.0008260261,0.000244624,0.00003559126,0.001142256,0.00003111312,0.001333222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2813095,"threshold_uncertainty_score":0.7722888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057816695412487,"score_gpt":0.2399459733769536,"score_spread":0.2293678064228288,"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."}}