{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002887381,0.00009808981,0.0003306045,0.0001286207,0.00003156172,0.000008218616,0.00005656586,0.0001078464,0.0001281554],"category_scores_gemma":[0.000330574,0.00009163951,0.0001384522,0.0002288236,0.00005392429,0.00006134122,0.00002906961,0.0001047056,0.0001055572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004495764,"about_ca_system_score_gemma":0.00005785115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002224319,"about_ca_topic_score_gemma":0.000001086064,"domain_scores_codex":[0.9991252,0.00003790088,0.0002325321,0.0001769314,0.0002196214,0.0002078517],"domain_scores_gemma":[0.9994482,0.0000454097,0.00008230845,0.000237254,0.00007053086,0.0001162638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001034016,0.0002236588,0.714112,0.00006526283,0.000446294,0.00003917555,0.0002688362,0.00001282962,0.2560904,0.001347824,0.01969601,0.007594332],"study_design_scores_gemma":[0.009320948,0.002516855,0.8788406,0.0002824573,0.001314043,0.000018209,0.001018971,0.0002962641,0.08089764,0.003368923,0.02154268,0.0005824254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874182,0.0005425382,0.0001058796,0.00007918537,0.0005335542,0.0001313073,0.000003024274,0.0001045235,0.01108177],"genre_scores_gemma":[0.9983139,0.000001850963,0.0003317049,0.0004045094,0.0001068519,0.00001061773,0.00004167209,0.00001361002,0.000775281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1751928,"threshold_uncertainty_score":0.3736951,"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."}}