{"id":"W1523723900","doi":"10.1002/9780470151808.sc02b04s26","title":"Transplantation Models to Characterize the Mechanisms of Stem Cell–Induced Islet Regeneration","year":2013,"lang":"en","type":"article","venue":"Current Protocols in Stem Cell Biology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Biology; Regeneration (biology); Islet; Stem cell; Transplantation; Cell biology; Immunology; Internal medicine; Endocrinology; Insulin; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002854693,0.0001630422,0.0003421703,0.0001164567,0.00004060242,0.00001410334,0.0001202546,0.0001299573,0.0001047003],"category_scores_gemma":[0.000003151321,0.0001076483,0.00005694196,0.0002130623,0.00002785851,0.0000913386,0.00002183997,0.0001521123,0.00007348967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004360445,"about_ca_system_score_gemma":0.00007095258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002784407,"about_ca_topic_score_gemma":0.000001438934,"domain_scores_codex":[0.9986687,0.000207703,0.0004884343,0.0002814847,0.0001228776,0.0002308536],"domain_scores_gemma":[0.9992234,0.00008788955,0.0001761792,0.0002981116,0.000133277,0.00008120172],"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":[0.0001558189,0.0001801331,0.0004667423,0.0004573406,0.000006588854,4.514976e-7,0.0006042816,0.00003054151,0.9710098,0.001380531,0.0001348636,0.02557291],"study_design_scores_gemma":[0.001941823,0.0008324978,0.000929568,0.000255989,0.00002747829,0.00000238804,0.0001933587,0.002957935,0.9907085,0.0008009598,0.001208575,0.000140907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9182821,0.00005494274,0.01361086,0.0002839996,0.0003046182,0.06578847,0.00002717146,0.00003773801,0.001610116],"genre_scores_gemma":[0.9135319,0.00002059851,0.0002347998,0.0002032371,0.00007010878,0.08562981,0.00008153644,0.00001330564,0.0002147339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.025432,"threshold_uncertainty_score":0.4389771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08890534289482355,"score_gpt":0.3110370704925299,"score_spread":0.2221317275977063,"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."}}