{"id":"W1992826316","doi":"10.1007/s00125-015-3598-4","title":"Human islet function following 20 years of cryogenic biobanking","year":2015,"lang":"en","type":"article","venue":"Diabetologia","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heritage Medical Research Clinic; University of British Columbia; University of Calgary; University of Alberta","funders":"Edmonton Civic Employees Charitable Assistance Fund; Alberta Innovates; Fondation pour la Recherche Médicale; University of Oxford; Canadian Institutes of Health Research; National Institute for Health and Care Research; Alberta Diabetes Foundation; University of Alberta; Wellcome Trust","keywords":"Islet; Cryopreservation; Transplantation; Insulin; Internal medicine; Diabetes mellitus; Biology; Endocrinology; Andrology; Medicine; Cell biology; Embryo","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001354476,0.0002570469,0.000272137,0.0002573043,0.0002855972,0.0008247344,0.0003776123,0.0003491176,0.002877433],"category_scores_gemma":[0.000720669,0.00009876969,0.0003616468,0.0003392565,0.000341633,0.0006084414,0.0004392247,0.0004488287,0.000509875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657172,"about_ca_system_score_gemma":0.0002017288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006536013,"about_ca_topic_score_gemma":0.000487889,"domain_scores_codex":[0.9998173,0.00002381146,0.00002168538,0.00005443984,0.00004221108,0.00004059027],"domain_scores_gemma":[0.9995084,0.00007880848,0.0001379112,0.00009489632,0.0001183824,0.00006162756],"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":[0.007073689,0.0006308369,0.1939919,0.0005660597,0.000330066,0.002072123,0.001155011,0.001853164,0.711738,0.0005537135,0.001771655,0.07826387],"study_design_scores_gemma":[0.00009273046,0.005846471,0.6721452,0.000242103,0.0007935739,0.005925747,0.001336082,0.001949837,0.2944146,0.0005890505,0.01659979,0.0000647471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919249,0.004690388,0.00153194,0.00007939978,0.00005941519,0.00002772576,0.000566058,0.0000218003,0.001098378],"genre_scores_gemma":[0.9946017,0.001610446,0.0006470783,0.0001658824,0.00004140027,0.00004930039,0.002012982,0.00001502243,0.0008562381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002877433,"threshold_uncertainty_score":0.009626031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03887995147658337,"score_gpt":0.2864843754815424,"score_spread":0.2476044240049591,"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."}}