{"id":"W1981491162","doi":"10.1016/j.transproceed.2011.10.003","title":"Human Islet Distribution Program for Basic Research at a Single Center","year":2011,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Islet; Transplantation; Productivity; Medicine; Biology; Internal medicine; Insulin; Economics; Economic growth","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":[0.0003085812,0.0001052913,0.0001504024,0.0000967341,0.0002214346,0.00002455804,0.0000487326,0.00008371105,0.0003386099],"category_scores_gemma":[0.00004529378,0.00009282424,0.00006944807,0.0002086306,0.00008965993,0.0001375453,0.000005934551,0.0001079884,0.00006857449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083478,"about_ca_system_score_gemma":0.00001838627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001263677,"about_ca_topic_score_gemma":0.000002146636,"domain_scores_codex":[0.9989627,0.000008095704,0.0002101293,0.0002467922,0.0002609463,0.0003113183],"domain_scores_gemma":[0.9993594,0.00002826541,0.00004698737,0.00006012987,0.0003852526,0.0001199908],"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":[0.005088488,0.003940186,0.1296989,0.004767442,0.0002172257,0.00001949067,0.01268847,8.508325e-8,0.7379096,0.02132659,0.07639129,0.007952299],"study_design_scores_gemma":[0.01247636,0.00598742,0.1095994,0.0007239762,0.0004591397,0.0002252484,0.0009698003,0.0001672111,0.8071178,0.001919464,0.05990626,0.0004479267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682931,0.00001730738,0.0001987586,0.00021014,0.00006012381,0.001145527,0.00009872424,0.0001995762,0.02977676],"genre_scores_gemma":[0.9948751,0.00001333976,0.001188484,0.0001270001,0.000103669,0.0004377397,0.0009541743,0.00001984517,0.002280597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06920825,"threshold_uncertainty_score":0.3785263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192146229038017,"score_gpt":0.3528754995975124,"score_spread":0.2336608766937106,"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."}}