{"id":"W2789300121","doi":"10.1016/j.amjsurg.2017.11.053","title":"Discussion of “Retro-peritoneal cooling for kidney preservation from multi-organ cadaver donors”","year":2018,"lang":"en","type":"letter","venue":"The American Journal of Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cadaver; Medicine; Kidney; Regeneration (biology); Perfusion; Surgery; Biology; Cell biology; Internal medicine","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":[0.00316123,0.0005395598,0.0006629365,0.0004592322,0.004932295,0.003072393,0.001777751,0.04131485,0.004039729],"category_scores_gemma":[0.02391392,0.0004843878,0.001145779,0.0006315188,0.003177064,0.002843149,0.001916364,0.02862981,0.001670006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003709855,"about_ca_system_score_gemma":0.005042901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245183,"about_ca_topic_score_gemma":0.004296651,"domain_scores_codex":[0.9968678,0.0009946829,0.000520472,0.000398275,0.0006763821,0.0005422949],"domain_scores_gemma":[0.9935908,0.003661005,0.0007735451,0.0001781771,0.0008668797,0.0009295522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001011219,0.0001026321,0.003906871,0.000161124,0.00004043985,0.04276164,0.001165923,0.0003410348,0.0005430903,0.01059101,0.9242222,0.01606311],"study_design_scores_gemma":[0.0001808138,0.0001888031,0.003363133,0.0009924285,0.0001035853,0.04197915,0.00355303,0.001210366,0.0008605145,0.0190691,0.9283952,0.0001039206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002606946,0.0008784458,0.0002810493,0.9788612,0.01355078,0.00001470369,0.000030645,0.00002237593,0.003753877],"genre_scores_gemma":[0.01442994,0.0007839406,0.0004363082,0.9527864,0.02900558,0.00003552213,0.00002636392,0.00002194635,0.002474002],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04131485,"threshold_uncertainty_score":0.02691698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970553305643406,"score_gpt":0.3087657491622743,"score_spread":0.2590602161058402,"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."}}