{"id":"W2326178444","doi":"10.1097/mpa.0000000000000096","title":"Biliopancreatic Route for Effective Viral Transduction of Pancreatic Islets","year":2014,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Transduction (biophysics); Pancreatic islets; Islet; Medicine; Signal transduction; Internal medicine; Cell biology; Insulin; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005433148,0.000256668,0.0008615514,0.000198829,0.00008313588,0.00001262156,0.00007637917,0.0001293294,0.0001768435],"category_scores_gemma":[0.001193717,0.000213191,0.0003094818,0.0002522209,0.000130786,0.0001081202,0.00001151968,0.0001193224,0.00005040173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007876597,"about_ca_system_score_gemma":0.00006857585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001512869,"about_ca_topic_score_gemma":0.000002070181,"domain_scores_codex":[0.9984056,0.0001374942,0.0004460349,0.0003785376,0.0002714296,0.0003609473],"domain_scores_gemma":[0.9982041,0.0007897751,0.0001673717,0.0004318213,0.0002082761,0.00019865],"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":[0.005987475,0.001202669,0.1253723,0.003927579,0.001496022,0.000005854876,0.001110615,0.00006410517,0.7567247,0.01614627,0.003017075,0.08494542],"study_design_scores_gemma":[0.02159941,0.007251798,0.3309544,0.001417252,0.005361486,0.0001767386,0.000381765,0.01382203,0.5809312,0.009523168,0.02757936,0.001001356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731058,0.0003874782,0.01146204,0.0002742217,0.0003016677,0.001491084,0.00002922968,0.0001443738,0.01280414],"genre_scores_gemma":[0.9936244,0.00003461546,0.003829838,0.0003266865,0.0004020283,0.000388561,0.00008103868,0.00004502094,0.0012678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055822,"threshold_uncertainty_score":0.8693675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008505182417110072,"score_gpt":0.2485003013608455,"score_spread":0.2399951189437354,"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."}}