{"id":"W2060485137","doi":"10.3727/000000004783983701","title":"Variation in Human Islet Viability Based on Different Membrane Integrity Stains","year":2004,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Membrane integrity; Cell biology; Viability assay; Chemistry; Membrane; Biology; Biochemistry; Cell; Diabetes mellitus; Endocrinology","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":[0.002270213,0.0004577477,0.0004144176,0.0008608326,0.0002929094,0.001186178,0.0003053533,0.0004350751,0.001483271],"category_scores_gemma":[0.00283461,0.0002755877,0.000318821,0.0006574033,0.0003965268,0.0003170532,0.0006587385,0.0005359601,0.0007688327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965395,"about_ca_system_score_gemma":0.0001346272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002416741,"about_ca_topic_score_gemma":0.0002756,"domain_scores_codex":[0.9976315,0.0006605795,0.0002976401,0.000402402,0.0008577247,0.0001500553],"domain_scores_gemma":[0.9980595,0.0008858424,0.0002845561,0.00027503,0.0004115897,0.00008357154],"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":[0.0006014344,0.00005802601,0.01092588,0.0001135938,0.00008040648,0.0002456152,0.0004852874,0.0002358601,0.9745205,0.0002322947,0.0002248757,0.01227628],"study_design_scores_gemma":[0.00002231431,0.0009234436,0.06752256,0.00008685028,0.0001768201,0.001914743,0.0004003904,0.001737773,0.9207858,0.0004261309,0.005949931,0.00005327696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511245,0.007283457,0.03386434,0.0001251384,0.00009890354,0.0001167805,0.0007608889,0.0002761184,0.006349942],"genre_scores_gemma":[0.9768893,0.002415271,0.01569489,0.0001752013,0.00003088131,0.0002229337,0.002174571,0.0001680566,0.00222898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002270213,"threshold_uncertainty_score":0.01200616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624313363110016,"score_gpt":0.2544163423180543,"score_spread":0.2381732086869542,"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."}}