{"id":"W4399326683","doi":"10.1177/15533506241260087","title":"A Novel Cooling Device for Kidney Transplant Surgery","year":2024,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ottawa Hospital; Dalhousie University; University of Ottawa","funders":"","keywords":"Medicine; Hypothermia; Kidney; Surgery; Anastomosis; Kidney transplantation; Renal function; Kidney transplant; Transplantation; Warm ischemia; Ischemia; Anesthesia; Internal medicine; Reperfusion injury","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":[0.0003463753,0.000428334,0.0003378475,0.0003964359,0.0002283631,0.0003707982,0.0004947815,0.0005713133,0.001947093],"category_scores_gemma":[0.0004892558,0.000139931,0.0004712586,0.0001351664,0.0002900171,0.0005192925,0.0003559403,0.000432793,0.0004470614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001773329,"about_ca_system_score_gemma":0.0002864529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000763754,"about_ca_topic_score_gemma":0.00009533342,"domain_scores_codex":[0.9997434,0.00004077225,0.00002357717,0.00005746991,0.0001074824,0.0000272167],"domain_scores_gemma":[0.9997393,0.00006876593,0.00008652846,0.00002591177,0.00004403761,0.00003531651],"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":[0.0002757553,0.0001294686,0.002180077,0.000835851,0.00004030193,0.0005813584,0.00008503454,0.001083726,0.9309288,0.001135614,0.002461281,0.06026269],"study_design_scores_gemma":[0.0002762762,0.005320663,0.01882244,0.0003630083,0.0003590853,0.01264147,0.00009954128,0.02771327,0.8179014,0.0008783792,0.1154335,0.0001908006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5500131,0.0289521,0.4027734,0.00167922,0.003906449,0.0007871442,0.0006981995,0.002480245,0.008710208],"genre_scores_gemma":[0.85976,0.004610899,0.1284272,0.0009854737,0.0007493587,0.0005112761,0.000267524,0.0001289866,0.004559312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001947093,"threshold_uncertainty_score":0.006513715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05865613973566629,"score_gpt":0.3272668307081432,"score_spread":0.2686106909724769,"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."}}