{"id":"W4306689889","doi":"10.1002/adtp.202200132","title":"Effect of Thioketal Antioxidants on Islet Cell Transplantation","year":2022,"lang":"en","type":"article","venue":"Advanced Therapeutics","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Alberta","funders":"Alberta Innovates; University of Alberta","keywords":"Islet; Transplantation; Beta cell; Oxidative stress; Reactive oxygen species; Antioxidant; Endocrinology; Lipid peroxidation; Internal medicine; Diabetes mellitus; Biology; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001492287,0.00009681274,0.0001989046,0.00006658389,0.00007011224,0.000001985284,0.00004296435,0.00002371375,0.0001967224],"category_scores_gemma":[0.000008201704,0.00008024756,0.00007453161,0.0001416893,0.00002587283,0.0000285394,0.000006922458,0.0001379106,0.00001440268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002879358,"about_ca_system_score_gemma":0.00001943175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001227115,"about_ca_topic_score_gemma":5.929751e-8,"domain_scores_codex":[0.9992718,0.0000975962,0.0001424605,0.0001262463,0.0002408538,0.0001210995],"domain_scores_gemma":[0.9994922,0.0002283488,0.00006763086,0.0001598111,0.00002053997,0.00003150865],"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":[0.003480319,0.0002950334,0.004758468,0.000267534,0.00008337799,0.00001793675,0.0003615168,0.0008311725,0.929758,0.000258363,0.00001621932,0.05987204],"study_design_scores_gemma":[0.004544406,0.005409293,0.00343552,0.0000316172,0.0002349079,0.00001679171,0.00008835012,0.0003160365,0.9776889,0.00008411866,0.008050737,0.00009932378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887254,0.000348246,0.0001742629,0.00008467337,0.0002218413,0.0002535751,0.00002758175,0.00004370739,0.0101207],"genre_scores_gemma":[0.9979908,0.000189831,0.0002078867,0.0008936169,0.00002195561,0.00002533249,0.00004260673,0.00001613277,0.0006118443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05977271,"threshold_uncertainty_score":0.32724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009962975778670191,"score_gpt":0.2757048227118863,"score_spread":0.2657418469332161,"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."}}