{"id":"W2161887834","doi":"10.1007/978-90-481-3271-3_30","title":"Islet Isolation for Clinical Transplantation","year":2010,"lang":"en","type":"review","venue":"Advances in experimental medicine and biology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Transplantation; Isolation (microbiology); Medicine; Intensive care medicine; Scope (computer science); Islet cell transplantation; Diabetes mellitus; Surgery; Biology; Bioinformatics; Endocrinology; Computer science","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":[0.001006269,0.001439718,0.002057052,0.0020278,0.0002403947,0.001088832,0.0007803835,0.001033779,0.005463069],"category_scores_gemma":[0.0009150765,0.000320697,0.0005023779,0.001297956,0.0008076448,0.001542106,0.001175754,0.003345075,0.004115533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005026617,"about_ca_system_score_gemma":0.0009680132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003434496,"about_ca_topic_score_gemma":0.0008177906,"domain_scores_codex":[0.9997727,0.00003858733,0.00003334913,0.00004132093,0.00009178681,0.00002222582],"domain_scores_gemma":[0.9996132,0.000190569,0.0000511022,0.00001948929,0.00007209837,0.00005352646],"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":[0.000133819,0.00009182981,0.0001017559,0.005654107,0.00005224167,0.0002068043,0.0000162172,0.0001694806,0.002031012,0.001555601,0.0294197,0.9605675],"study_design_scores_gemma":[0.0001174526,0.000148968,0.0008306117,0.002851203,0.0001788564,0.002153256,0.00003914767,0.000148337,0.001473568,0.003118325,0.9889153,0.00002503442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001273989,0.996088,0.0005596543,0.0003911638,0.0007550053,0.00001000333,0.00001679507,0.00001862406,0.002033371],"genre_scores_gemma":[0.0008618538,0.9952304,0.0006070671,0.0006270705,0.0007642391,0.00001437985,0.0000509848,0.000005129144,0.00183883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005463069,"threshold_uncertainty_score":0.0182758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379238984235774,"score_gpt":0.514602150683704,"score_spread":0.3766782522601266,"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."}}