{"id":"W3209765059","doi":"10.3791/63017","title":"Adult Pig Islet Isolation","year":2021,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Allotransplantation; Islet; Transplantation; Xenotransplantation; Type 1 diabetes; Pancreas; Medicine; Economic shortage; Insulin; Islet cell transplantation; Diabetes mellitus; Biology; Immunology; Bioinformatics; Internal medicine; 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":[0.001302446,0.001807393,0.0009653382,0.001731611,0.0007786081,0.0009752148,0.001251546,0.001291191,0.01271659],"category_scores_gemma":[0.0006188246,0.0004878304,0.001124223,0.0009292056,0.0005979104,0.0005927272,0.0008246417,0.002155563,0.01454985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249491,"about_ca_system_score_gemma":0.0004734457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004687168,"about_ca_topic_score_gemma":0.0007783649,"domain_scores_codex":[0.9991159,0.00009292191,0.0001075641,0.0003315368,0.0002163708,0.0001357424],"domain_scores_gemma":[0.9995559,0.00006218481,0.00004658688,0.0001182115,0.0001202032,0.00009691907],"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":[0.001445794,0.0009250207,0.00249519,0.002012394,0.00006784759,0.003422885,0.0005325017,0.0004043504,0.886687,0.002850926,0.01197072,0.08718542],"study_design_scores_gemma":[0.00064953,0.00615683,0.02444826,0.001476766,0.0004964812,0.01553646,0.0004358098,0.003103645,0.4552143,0.001960278,0.4903409,0.0001806913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2352069,0.05123866,0.4572108,0.002088918,0.01145962,0.03019166,0.02296585,0.006995308,0.1826421],"genre_scores_gemma":[0.3115902,0.03333927,0.4877752,0.004802103,0.00166922,0.01798528,0.05128276,0.001497672,0.09005833],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01271659,"threshold_uncertainty_score":0.04254127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304591301310159,"score_gpt":0.4190312185359405,"score_spread":0.3885720884049246,"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."}}