{"id":"W7133075547","doi":"","title":"Apollo-NADP+ in 3D: Investigating In Vivo NADPH/NADP+ Redox Dynamics in Zebrafish Pancreatic β Cells","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vector Institute","funders":"","keywords":"Zebrafish; In vivo; Endogeny; Cell; Pentose phosphate pathway; Live cell imaging; Pancreatic islets; Luciferase","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":[0.000169564,0.000319301,0.0002504151,0.0002343216,0.0002259168,0.0003321638,0.0004652055,0.0003748984,0.001047908],"category_scores_gemma":[0.0001113587,0.0002657378,0.0004043483,0.0001391216,0.0002600671,0.0002665706,0.0003914338,0.0009589481,0.0003939404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006164088,"about_ca_system_score_gemma":0.0003731051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005616264,"about_ca_topic_score_gemma":0.007156914,"domain_scores_codex":[0.999916,0.000005180383,0.000003679718,0.00002488579,0.00003487901,0.00001538867],"domain_scores_gemma":[0.9999149,0.00001705409,0.00002530098,0.000008395681,0.00001661892,0.00001779082],"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":[0.00002130266,0.000009725722,0.0003929049,0.0000502492,0.00000462355,0.00006871678,0.00003957175,0.0003904225,0.9970469,0.0002753504,0.0001285196,0.001571688],"study_design_scores_gemma":[0.00002246709,0.0001035801,0.006556182,0.00001699172,0.00002274981,0.0002418907,0.00008127489,0.01001678,0.9762257,0.0002549962,0.006421028,0.00003645078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262877,0.001440193,0.06212224,0.0007509,0.0001747885,0.00009447452,0.002722395,0.0008936512,0.005513544],"genre_scores_gemma":[0.9232982,0.002009317,0.06510825,0.0003496614,0.00003444261,0.0002942232,0.001408132,0.0002555008,0.007242341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005616264,"threshold_uncertainty_score":0.01116717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347569769364088,"score_gpt":0.2962133209023858,"score_spread":0.282737623208745,"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."}}