{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003885456,0.0005519639,0.0003993115,0.001123713,0.002311114,0.001365502,0.001662303,0.0007343891,0.08459568],"category_scores_gemma":[0.001690979,0.0003481247,0.0005124112,0.0007824517,0.0007868707,0.0008302049,0.003083956,0.001992111,0.01902296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917399,"about_ca_system_score_gemma":0.01351331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725075,"about_ca_topic_score_gemma":0.007338837,"domain_scores_codex":[0.9983913,0.0004760873,0.00004723267,0.000307378,0.0003343654,0.0004435566],"domain_scores_gemma":[0.9944416,0.0003051057,0.0001506066,0.0009202383,0.0008359574,0.00334652],"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":[0.009541145,0.02538483,0.0790185,0.0001990226,0.0001628091,0.0013196,0.0008259507,0.0009141795,0.05853861,0.008168865,0.2492019,0.5667246],"study_design_scores_gemma":[0.01198921,0.01839997,0.2433438,0.0003353916,0.0003195579,0.004829528,0.002008799,0.006930063,0.0518324,0.004403047,0.6555055,0.0001025873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5708362,0.001713557,0.07972106,0.03205345,0.003053071,0.03375687,0.008941679,0.004480348,0.2654437],"genre_scores_gemma":[0.5645417,0.001668285,0.1012514,0.01778372,0.002511087,0.02386886,0.01316083,0.001391643,0.2738225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08459568,"threshold_uncertainty_score":0.2830008,"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."}}