{"id":"W2032472678","doi":"10.1038/nbt.3033","title":"Reversal of diabetes with insulin-producing cells derived in vitro from human pluripotent stem cells","year":2014,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1618,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Progenitor cell; Induced pluripotent stem cell; Insulin; Embryonic stem cell; Stem cell; Pancreatic islets; Biology; Transplantation; Internal medicine; Endocrinology; Beta cell; Diabetes mellitus; Cell biology; Islet; Medicine; Biochemistry","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":[0.0006046705,0.0005113152,0.0004345955,0.0005658492,0.0001395557,0.0005521228,0.0004135141,0.0004709323,0.001703463],"category_scores_gemma":[0.0003331384,0.0002095004,0.0005025673,0.0002670076,0.0003081964,0.0002787577,0.0002592161,0.001800062,0.000464621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001506556,"about_ca_system_score_gemma":0.0002225893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001480358,"about_ca_topic_score_gemma":0.0002033537,"domain_scores_codex":[0.9997122,0.00007376181,0.00005437755,0.0000441297,0.00006374471,0.00005183495],"domain_scores_gemma":[0.9996328,0.0001382447,0.00007609912,0.00006332304,0.00002630091,0.00006311426],"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":[0.0002956375,0.00009566846,0.0001785562,0.00005433461,0.00001898401,0.00008554077,0.00002382482,0.0001064135,0.9943158,0.0006170977,0.0001337268,0.004074438],"study_design_scores_gemma":[0.0000865832,0.0003710515,0.000765554,0.000009390315,0.00004365971,0.0001728345,0.00001418266,0.0003896053,0.9951261,0.0001750789,0.002842054,0.000003851536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716715,0.003536229,0.01476983,0.0008747168,0.0007521549,0.0001195482,0.0008589025,0.0003439454,0.007073153],"genre_scores_gemma":[0.9877556,0.001948393,0.004747522,0.0003004523,0.0001000265,0.00005583719,0.0008521609,0.0001043358,0.004135744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001703463,"threshold_uncertainty_score":0.005698681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005736969958558914,"score_gpt":0.2099179340674636,"score_spread":0.2041809641089047,"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."}}