{"id":"W3211035820","doi":"10.26685/urncst.286","title":"Overexpression of PDX1 and NKX6.1 as a Treatment for Type 1 Diabetes: A Research Protocol","year":2021,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; York University","funders":"","keywords":"PDX1; Streptozotocin; Pancreas; Beta cell; Internal medicine; Insulin; Medicine; Endocrinology; Diabetes mellitus; Biology; Islet","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001053369,0.001118471,0.001161345,0.0009743947,0.0007975784,0.0005520944,0.001077603,0.001202768,0.007280167],"category_scores_gemma":[0.0002902873,0.00038975,0.001159821,0.000773144,0.0004667244,0.000466687,0.0005205862,0.001483641,0.002368402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473681,"about_ca_system_score_gemma":0.001100319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003184109,"about_ca_topic_score_gemma":0.000503764,"domain_scores_codex":[0.9990185,0.000172896,0.0001566323,0.0002106098,0.0002972321,0.0001440973],"domain_scores_gemma":[0.999686,0.00004750394,0.0000464244,0.00007282037,0.0000677573,0.00007939489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002986546,0.002208936,0.0003066222,0.001114067,0.00004733898,0.0003919303,0.0001175532,0.0003653229,0.9706376,0.001668644,0.003241264,0.01691424],"study_design_scores_gemma":[0.00181216,0.01686924,0.002225392,0.0001828896,0.0003176397,0.001285407,0.00009473285,0.0009166306,0.8450373,0.0004485038,0.1307405,0.00006968548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7012843,0.02618925,0.1202943,0.002402499,0.003487344,0.08473915,0.01817811,0.001523503,0.04190148],"genre_scores_gemma":[0.406741,0.04523436,0.2079396,0.001633092,0.0006226921,0.1794984,0.04510567,0.0003298393,0.1128954],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.007280167,"threshold_uncertainty_score":0.02435458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814171566504167,"score_gpt":0.5248941610518195,"score_spread":0.3434770044014028,"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."}}