{"id":"W4396509361","doi":"10.21873/invivo.13538","title":"Robust Rat and Mouse Models of Bilateral Renal Ischemia Reperfusion Injury","year":2024,"lang":"en","type":"article","venue":"In Vivo","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Cardiff University; Kidney Research UK; Health and Care Research Wales","keywords":"Ischemia; Reperfusion injury; Rat model; Medicine; Renal injury; Renal ischemia; Cardiology; Internal medicine; Kidney","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002736219,0.00009742531,0.0002011722,0.0002199403,0.00001649491,0.00001888905,0.00006485872,0.0001099703,0.0003592797],"category_scores_gemma":[0.00006974637,0.0000755518,0.00003921372,0.0002476395,0.00008911952,0.0001460831,0.0001141615,0.0003048416,0.0000104796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005717864,"about_ca_system_score_gemma":0.0001322974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008270801,"about_ca_topic_score_gemma":0.000004467715,"domain_scores_codex":[0.9990338,0.00002611339,0.0002337202,0.0002510322,0.0002634888,0.0001918646],"domain_scores_gemma":[0.9995299,0.00004282954,0.00001749817,0.0002408667,0.00004813119,0.0001207678],"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":[0.0003633427,0.00004374781,0.00126279,0.000233198,0.00001918106,0.000136358,0.0004497995,0.00002005572,0.9221464,0.0001391551,0.07370094,0.001485044],"study_design_scores_gemma":[0.000599062,0.0002775209,0.00002454958,0.0004416621,0.00002300873,0.0000738434,0.00004620197,0.04053116,0.9517258,0.0003153295,0.005843344,0.00009846753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937901,0.000438074,0.00008584421,0.001176461,0.00008086771,0.0002065622,0.00006032002,0.00004674209,0.004115027],"genre_scores_gemma":[0.9891296,0.000253828,0.001105081,0.0001409874,0.00009855787,0.00001744729,0.00001252646,0.00002541264,0.009216563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06785759,"threshold_uncertainty_score":0.3933861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03949577284153397,"score_gpt":0.3142938875753792,"score_spread":0.2747981147338452,"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."}}