{"id":"W2329724557","doi":"10.3727/000000004773301834","title":"Endogenous Pancreatic Enzyme Activity Levels Show no Significant Effect on Human Islet Isolation Yield","year":2004,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Collagenase; Proteases; Serine protease; Enzyme; Trypsin; Digestion (alchemy); Serine; Pancreas; Microbial collagenase; Biology; Chemistry; Catabolism; Elastase; Biochemistry; Endocrinology; Protease; Internal medicine; Insulin; Medicine; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002070433,0.0002314801,0.0003340964,0.0001370027,0.0001642964,0.00002622742,0.00004989991,0.0001371805,0.0003328942],"category_scores_gemma":[0.00005114725,0.0001998907,0.0001185264,0.0001424229,0.00004025651,0.0001200673,0.000002421731,0.0002042123,0.0003905099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269452,"about_ca_system_score_gemma":0.00006240683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001198411,"about_ca_topic_score_gemma":0.000005179309,"domain_scores_codex":[0.9988008,0.0000819448,0.0002271251,0.0003262774,0.0002993103,0.0002645387],"domain_scores_gemma":[0.9991505,0.0003359278,0.00009137902,0.0002346412,0.00005616388,0.0001313472],"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":[0.0006951206,0.0002592227,0.002419556,0.0005473698,0.0000426505,0.00005963661,0.0004977067,0.0002408026,0.9945492,0.00007664227,0.0000422777,0.0005698841],"study_design_scores_gemma":[0.003763944,0.002450652,0.02980049,0.0003052235,0.0004199098,0.00002974372,0.00002145448,0.00009558007,0.9627957,0.00006877741,0.00004687356,0.0002016936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634038,0.00003475689,0.006066769,0.00009517388,0.0002016506,0.0007027945,0.00003955133,0.0001473143,0.02930814],"genre_scores_gemma":[0.9982687,0.00004047823,0.0002357492,0.0003071411,0.0001921626,0.0000560562,0.0002071755,0.00002938301,0.0006631858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03486482,"threshold_uncertainty_score":0.8151305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04869150438370158,"score_gpt":0.2650023952088194,"score_spread":0.2163108908251178,"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."}}