{"id":"W1561374028","doi":"10.1002/9781444391374.ch32","title":"Future Directions in Diabetes Management and Research","year":2010,"lang":"en","type":"other","venue":"","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Islet; Insulin; Transplantation; Stem cell; Pancreas; Medicine; Haematopoiesis; Clinical trial; Type 1 diabetes; Internal medicine; Type 2 diabetes; Bioinformatics; Pancreas transplantation; Diabetes management; Intensive care medicine; Endocrinology; Biology; Cell biology","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":[0.01022995,0.001307199,0.001657539,0.001724566,0.00100119,0.00471539,0.002542382,0.007195126,0.05552219],"category_scores_gemma":[0.008147809,0.0003005103,0.001527457,0.001525134,0.002514303,0.006094358,0.002015949,0.006285891,0.01246228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002487723,"about_ca_system_score_gemma":0.01014282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243073,"about_ca_topic_score_gemma":0.004186542,"domain_scores_codex":[0.9973181,0.001238886,0.000250085,0.0002701298,0.0004619483,0.000460774],"domain_scores_gemma":[0.9883249,0.004713732,0.0004962812,0.0006298627,0.003314476,0.002520808],"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":[0.0005906672,0.0008494256,0.001690405,0.002990388,0.00008332392,0.000588939,0.0002434556,0.000631511,0.0006390365,0.0522615,0.2160917,0.7233396],"study_design_scores_gemma":[0.0002302084,0.0005468333,0.001343603,0.005587445,0.0001464364,0.001046987,0.001362871,0.0005332215,0.000288364,0.07481722,0.9140412,0.00005559812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001890318,0.5657386,0.008423874,0.3378414,0.01937478,0.0001919911,0.0004561916,0.0004701214,0.06561271],"genre_scores_gemma":[0.02560659,0.7959318,0.03144921,0.07865606,0.02877935,0.0008515813,0.001648351,0.0001347775,0.03694222],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05552219,"threshold_uncertainty_score":0.1857402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061500552728549,"score_gpt":0.3101810866354878,"score_spread":0.2895660811082023,"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."}}