{"id":"W2465631507","doi":"10.1039/c6lc00345a","title":"Highly efficient adenoviral transduction of pancreatic islets using a microfluidic device","year":2016,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University Health Network; University of Toronto; St. Michael's Hospital; Toronto Public Health","funders":"Institute of Cancer Research; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Pancreatic islets; Transduction (biophysics); Islet; Microfluidics; Cell biology; Biology; Materials science; Nanotechnology; Insulin; Endocrinology; Biophysics","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":[0.0001433982,0.0001341811,0.0003024473,0.000138745,0.00004029881,0.000005021577,0.00004410137,0.00007106264,0.0003079266],"category_scores_gemma":[0.0001301378,0.00008489814,0.0000951544,0.0002122895,0.00007277722,0.00002997684,0.000007497676,0.00006633487,0.0001058525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008272154,"about_ca_system_score_gemma":0.00007136253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003647235,"about_ca_topic_score_gemma":3.19883e-7,"domain_scores_codex":[0.9990392,0.00005415008,0.0002561226,0.0002125041,0.0002319073,0.0002060534],"domain_scores_gemma":[0.999397,0.0001120348,0.00008117879,0.0002453771,0.00006399,0.0001004171],"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":[0.0003389064,0.0001965148,0.002885009,0.0001100943,0.00005647107,0.000005493723,0.000203051,0.00000346694,0.9930396,0.0003488326,0.0002861629,0.002526403],"study_design_scores_gemma":[0.003970779,0.0005915994,0.01518233,0.0009878449,0.0003089549,0.00004474898,0.00009659944,0.0002129092,0.9751241,0.00005360077,0.003264981,0.0001615749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950805,0.000851957,0.0006233641,0.000696219,0.0002310637,0.0002257127,0.00001251446,0.00006196336,0.002216695],"genre_scores_gemma":[0.9980832,0.00005861788,0.0003658863,0.0005512789,0.0001316407,0.000007088594,0.000004460075,0.00001936596,0.0007785025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01791552,"threshold_uncertainty_score":0.3462045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240332274307366,"score_gpt":0.2596655569578771,"score_spread":0.2356323295271405,"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."}}