{"id":"W140603845","doi":"10.1023/a:1021171200127","title":"Improved islet survival and in vitro function using solubilized small intestinal submucosa","year":2001,"lang":"en","type":"article","venue":"Cell and Tissue Banking","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Collagenase; Andrology; Transplantation; Pancreatic islets; Chemistry; Cryopreservation; Molecular biology; Biology; Internal medicine; Endocrinology; Insulin; Medicine; Biochemistry; Embryo; Cell biology","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":[0.0002129687,0.0001260922,0.0002517087,0.0001075177,0.00007323247,0.0000279476,0.00001903222,0.00006713352,0.0001081359],"category_scores_gemma":[0.00007850426,0.0001140488,0.00002059737,0.0001390281,0.00003961762,0.00005817586,0.0000320008,0.0001322059,0.000003179282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002494187,"about_ca_system_score_gemma":0.00002752562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001971571,"about_ca_topic_score_gemma":0.00001517805,"domain_scores_codex":[0.9992536,0.00003504465,0.0001807073,0.0002358644,0.000073911,0.0002208468],"domain_scores_gemma":[0.999635,0.00009842777,0.00004954071,0.00009240135,0.00003485328,0.00008972935],"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":[0.0006395064,0.00005910725,0.02913421,0.00009882297,0.0000105095,0.00003584116,0.000102383,0.000001711445,0.957696,0.00002618342,0.000006770507,0.01218893],"study_design_scores_gemma":[0.02476134,0.001346353,0.1348214,0.0008131556,0.0009329596,0.0008670082,0.001700523,0.1021589,0.7182866,0.00194663,0.01117515,0.001189935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933128,0.001638661,0.001529877,0.00006402398,0.0002115791,0.0001822459,7.956336e-7,0.00004054323,0.003019491],"genre_scores_gemma":[0.9978578,0.00006900079,0.001139068,0.0001032379,0.000156612,0.000005311535,0.0000146145,0.00001402401,0.0006403483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2394094,"threshold_uncertainty_score":0.4650776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816400327425215,"score_gpt":0.2494569906075149,"score_spread":0.2212929873332627,"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."}}