{"id":"W2317184785","doi":"10.3727/096368910x515872","title":"Pancreatic Islet Culture and Preservation Strategies: Advances, Challenges, and Future Outlook","year":2010,"lang":"en","type":"review","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Islet; Transplantation; In vitro; Pancreatic islets; Scaffold; Cell biology; Computer science; Biology; Medicine; Biotechnology; Internal medicine; Biomedical engineering; Insulin; Biochemistry","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":[0.001177008,0.0007130298,0.001045445,0.001394776,0.0002891906,0.001254887,0.0007642964,0.0009847555,0.002047013],"category_scores_gemma":[0.0004866115,0.0002341524,0.0003835762,0.001465322,0.0003934129,0.001678441,0.000491589,0.001141571,0.001637297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004989826,"about_ca_system_score_gemma":0.0008604226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007423967,"about_ca_topic_score_gemma":0.001636388,"domain_scores_codex":[0.9997826,0.00003782801,0.00003291934,0.00003006418,0.00009251715,0.00002412395],"domain_scores_gemma":[0.9996873,0.0001239938,0.00004694546,0.00001105803,0.00009919169,0.00003155646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000481299,0.0001329864,0.0002443276,0.008726199,0.00003949592,0.0003534802,0.00008653094,0.0004871153,0.01308289,0.002643571,0.006265319,0.9678899],"study_design_scores_gemma":[0.00002121176,0.0003403074,0.001836612,0.003515779,0.0001625541,0.004320763,0.0003846222,0.0004780855,0.009885771,0.003127557,0.9758773,0.00004951418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006859206,0.9966027,0.000773141,0.0003416159,0.0001477278,0.000005722119,0.00001114454,0.00001045847,0.001421701],"genre_scores_gemma":[0.001324426,0.9965426,0.001176716,0.0001307029,0.0001250706,0.00000859858,0.00001916934,0.000002114583,0.000670635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002047013,"threshold_uncertainty_score":0.006847918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845497255682551,"score_gpt":0.2876929191926602,"score_spread":0.2592379466358347,"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."}}