{"id":"W3026019054","doi":"10.7939/r3k35mw3m","title":"Strategies to Augment Survival and Engraftment in Islet Transplantation","year":2018,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Augment; Islet; Transplantation; Medicine; Intensive care medicine; Immunology; Internal medicine; Insulin; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00131404,0.000531906,0.0008183612,0.0006526918,0.0004099727,0.002153832,0.0008490155,0.0008884565,0.004511634],"category_scores_gemma":[0.0009180995,0.0002289714,0.0008856771,0.0004293658,0.0005462393,0.001204839,0.001272424,0.002287329,0.002056291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003789343,"about_ca_system_score_gemma":0.0005724519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001262831,"about_ca_topic_score_gemma":0.0002628075,"domain_scores_codex":[0.9995372,0.0001269495,0.00004201549,0.00007395365,0.0001318398,0.00008804436],"domain_scores_gemma":[0.9996895,0.00009964949,0.00006031068,0.00004062947,0.00005311487,0.00005682103],"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":[0.00131386,0.001557407,0.0009834293,0.007175082,0.0002224239,0.0008028016,0.0008130422,0.003142023,0.5131915,0.02322834,0.01714222,0.4304279],"study_design_scores_gemma":[0.0002935834,0.008424982,0.004406165,0.00212967,0.0005036684,0.002076913,0.0005213679,0.002755414,0.3696216,0.01249859,0.5966616,0.0001064986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2656763,0.5336871,0.1109949,0.01168012,0.01025683,0.00145904,0.0009042106,0.001347393,0.06399404],"genre_scores_gemma":[0.5457286,0.3641096,0.05475853,0.005456873,0.002640853,0.001320817,0.001230931,0.000401518,0.02435224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004511634,"threshold_uncertainty_score":0.01509291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008817771100871546,"score_gpt":0.1992576192644241,"score_spread":0.1904398481635526,"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."}}