{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003911021,0.00009022078,0.0001538501,0.00033266,0.0000393953,0.00003909554,0.00001955846,0.00008624657,0.0001588247],"category_scores_gemma":[0.0000819103,0.00007778915,0.00007211685,0.001029563,0.00001866506,0.0001245046,0.000001672789,0.0001114091,0.00003307338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003609431,"about_ca_system_score_gemma":0.0001840531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006410636,"about_ca_topic_score_gemma":0.000001367055,"domain_scores_codex":[0.9991459,0.000008418532,0.0003417829,0.000189636,0.000178204,0.0001360927],"domain_scores_gemma":[0.9993532,0.0002957178,0.00003046966,0.00006332815,0.0002009346,0.00005634171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003914718,0.0007978064,0.009193863,0.008328523,0.0006033545,0.0005694041,0.001756313,0.00003898698,0.2949453,0.5647242,0.01450624,0.1006213],"study_design_scores_gemma":[0.004729966,0.0001653434,0.01534285,0.002249716,0.0004032932,0.001163812,0.0000555523,0.02179134,0.07527612,0.001026576,0.8772492,0.0005462624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8071064,0.0002782017,0.171533,0.01433541,0.001542911,0.0008861439,0.000323981,0.000654985,0.00333892],"genre_scores_gemma":[0.9951074,0.00004346276,0.0009839934,0.001088981,0.0003210502,0.00003597032,0.001834573,0.00002192793,0.0005626655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8627429,"threshold_uncertainty_score":0.3172149,"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."}}