{"id":"W2810077477","doi":"10.1097/tp.0000000000002354","title":"Functional Maturation and In Vitro Differentiation of Neonatal Porcine Islet Grafts","year":2018,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Islet; Biology; Xenotransplantation; Transplantation; Cellular differentiation; In vitro; Insulin; Andrology; Endocrinology; Internal medicine; Embryonic stem cell; Cell biology; Enteroendocrine cell; Immunology; Endocrine system; Gene; Medicine; Biochemistry; Hormone","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005775977,0.0004689217,0.0002428952,0.0003009783,0.0001646239,0.0005063907,0.0003777384,0.0002983789,0.001402348],"category_scores_gemma":[0.000328181,0.0001572148,0.000449961,0.0001968711,0.0001952068,0.0002786756,0.000321371,0.0006639783,0.0008023664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252606,"about_ca_system_score_gemma":0.0002314716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003142318,"about_ca_topic_score_gemma":0.0004592534,"domain_scores_codex":[0.9996792,0.00006155438,0.00006713678,0.00005679758,0.00009167456,0.00004370382],"domain_scores_gemma":[0.9996684,0.00009448651,0.00005602557,0.00005606432,0.00006761243,0.00005755335],"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":[0.000116821,0.00005968574,0.000593322,0.00007721382,0.000005101612,0.0001111969,0.00004463618,0.0001474106,0.9962174,0.00006972674,0.00005101434,0.002506491],"study_design_scores_gemma":[0.00001980114,0.0009571852,0.009063982,0.00004936324,0.00004392363,0.0005978709,0.00005405322,0.0008947275,0.9836098,0.00005460304,0.004647909,0.000006787041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704456,0.003989347,0.01435281,0.0000773643,0.0001053276,0.0002157899,0.001043485,0.0000990035,0.009671374],"genre_scores_gemma":[0.9682598,0.00320683,0.01702911,0.0001865358,0.00005446502,0.0003711635,0.005361454,0.00008848398,0.005442089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001402348,"threshold_uncertainty_score":0.004691303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141362607409649,"score_gpt":0.2306363920668925,"score_spread":0.219222765992796,"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."}}