{"id":"W2512248928","doi":"","title":"A preclinical assessment of the non-heart beating donor pancreas for islet transplantation","year":2005,"lang":"en","type":"dissertation","venue":"Leicester Research Archive (University of Leicester)","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islet; Transplantation; Medicine; Pancreas; Heart transplantation; Internal medicine; Diabetes mellitus; 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":[0.001244644,0.0002550796,0.0007779782,0.0004673377,0.0003507239,0.00002836854,0.0005215455,0.0002623583,0.0001279689],"category_scores_gemma":[0.0001970573,0.0002273846,0.0005169636,0.0003442942,0.0003509652,0.0002394701,0.00008807522,0.0009080994,0.00001054701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009727866,"about_ca_system_score_gemma":0.000828726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005803806,"about_ca_topic_score_gemma":0.001230274,"domain_scores_codex":[0.9970612,0.0004773558,0.0004857004,0.000519278,0.0009976925,0.0004587866],"domain_scores_gemma":[0.9962778,0.001812569,0.0005079882,0.0006295946,0.0005846577,0.0001874103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02102732,0.003645081,0.4759473,0.03899749,0.002904648,0.00005210732,0.0495761,0.0001152669,0.3814473,0.001338734,0.006880806,0.01806785],"study_design_scores_gemma":[0.005180795,0.001595267,0.9681764,0.004090424,0.0008706086,0.00001387885,0.00810903,0.002265026,0.003469112,0.0001957007,0.005745849,0.0002879127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723833,0.0001057492,0.0009706031,0.0007128104,0.000181662,0.002336514,0.0002920077,0.00002343522,0.02299391],"genre_scores_gemma":[0.969745,0.0002892866,0.01882305,0.0001136647,0.0002552505,0.0000311003,0.001655595,0.00005393148,0.009033168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4922291,"threshold_uncertainty_score":0.9272476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05933658551863216,"score_gpt":0.3849321839083301,"score_spread":0.3255955983896979,"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."}}