{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136198,0.0003277361,0.0004188151,0.0002206716,0.00008756535,0.0008017626,0.0001540374,0.0001909135,0.00145376],"category_scores_gemma":[0.001308809,0.000129007,0.0002662013,0.0002470243,0.0003068103,0.000281272,0.0003779132,0.0004744333,0.000611458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112989,"about_ca_system_score_gemma":0.0001346059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001178114,"about_ca_topic_score_gemma":0.0001597975,"domain_scores_codex":[0.9991354,0.0002155976,0.00009491068,0.0001883258,0.0002821338,0.00008361975],"domain_scores_gemma":[0.9988204,0.0005052502,0.0002188505,0.000209521,0.0001311355,0.000114871],"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":[0.002736964,0.0001811366,0.01273565,0.0001840139,0.0001013863,0.000254838,0.0001398013,0.0001711221,0.9560218,0.00005856099,0.000133033,0.02728159],"study_design_scores_gemma":[0.00003731348,0.005133098,0.1260762,0.00005131401,0.0002385976,0.0015421,0.0001968865,0.000868148,0.8622971,0.0001023668,0.003438315,0.00001862502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983559,0.008494755,0.005412324,0.00005665771,0.00003962258,0.0000298082,0.0001548279,0.00006164952,0.002191375],"genre_scores_gemma":[0.9932948,0.002568493,0.002425413,0.00008524504,0.00001639644,0.0000268058,0.0005093815,0.00005425511,0.001019277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00145376,"threshold_uncertainty_score":0.006008863,"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."}}