{"id":"W2055890990","doi":"10.4161/isl.26304","title":"Human islet mass, morphology, and survival after cryopreservation using the Edmonton protocol","year":2013,"lang":"en","type":"article","venue":"Islets","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Roche Diagnostics","keywords":"Islet; Cryopreservation; Andrology; H&E stain; Biology; Histology; Immunohistochemistry; Ultrastructure; Medicine; Endocrinology; Pathology; Anatomy; Cell biology; Embryo; Diabetes mellitus; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001145663,0.0003837499,0.0002656479,0.0004730999,0.0004862405,0.0005092116,0.0004906118,0.0003064192,0.004864024],"category_scores_gemma":[0.0006674617,0.0002265359,0.0002685307,0.0004958504,0.000370943,0.000465648,0.0003893893,0.0005713688,0.0007082654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779743,"about_ca_system_score_gemma":0.0004285948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660267,"about_ca_topic_score_gemma":0.003743372,"domain_scores_codex":[0.9995962,0.00008115939,0.00004509362,0.00009076289,0.0001465094,0.00004025347],"domain_scores_gemma":[0.9996417,0.00007985814,0.00004333513,0.00009200876,0.000121299,0.00002182059],"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":[0.001501441,0.0002574941,0.005593161,0.0002825315,0.00005770762,0.0007319606,0.0007316075,0.0008759787,0.9329688,0.001299038,0.001698234,0.05400201],"study_design_scores_gemma":[0.0001467433,0.00263375,0.07404354,0.0002682246,0.0002960352,0.003631098,0.0003685114,0.003581225,0.8413486,0.001029389,0.07256144,0.0000914606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.908065,0.0159755,0.04304022,0.0004785729,0.0002804753,0.0008795271,0.0009141301,0.0003525593,0.030014],"genre_scores_gemma":[0.822678,0.01529182,0.1133995,0.0004791697,0.0001039337,0.001941126,0.005435458,0.0003641457,0.04030694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004864024,"threshold_uncertainty_score":0.01627183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411345551989889,"score_gpt":0.3102763091339367,"score_spread":0.2761628536140378,"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."}}