{"id":"W3136205692","doi":"10.2215/cjn.15070920","title":"Thinking Outside the Box: Novel Kidney Protective Strategies in Kidney Transplantation","year":2021,"lang":"en","type":"letter","venue":"Clinical Journal of the American Society of Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Kidney transplantation; Calcineurin; Kidney; Immunosuppression; Kidney disease; Transplantation; Nephrotoxicity; Urology; Uric acid; Intensive care medicine; 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":[0.00243761,0.0005431499,0.001104173,0.000577769,0.001875505,0.002338554,0.0009418892,0.01564748,0.004027425],"category_scores_gemma":[0.01038376,0.0002859129,0.001073162,0.000440326,0.001776642,0.005173186,0.001018083,0.02009562,0.002794549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00215198,"about_ca_system_score_gemma":0.002073881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120776,"about_ca_topic_score_gemma":0.002174125,"domain_scores_codex":[0.998374,0.00054438,0.0002561598,0.0001428057,0.0005253071,0.0001574044],"domain_scores_gemma":[0.995778,0.002320192,0.0002562849,0.0001019369,0.0008987095,0.0006448404],"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":[0.000127263,0.00018288,0.00153127,0.000326523,0.00003480089,0.00709319,0.0002732777,0.0002376636,0.0005790052,0.004590703,0.915419,0.0696044],"study_design_scores_gemma":[0.0002032518,0.0002469569,0.002009094,0.0009805383,0.00006301927,0.02103285,0.000749854,0.0007694386,0.0005444875,0.02268974,0.9506294,0.00008140037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007735156,0.01355889,0.0002603097,0.9592175,0.02417218,0.00001055001,0.00001940199,0.00002820876,0.001959531],"genre_scores_gemma":[0.00778621,0.02333634,0.0007892245,0.8229687,0.1405219,0.00003403358,0.00003008972,0.00002031845,0.004513228],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01564748,"threshold_uncertainty_score":0.01561379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05245975964255251,"score_gpt":0.3631432643580987,"score_spread":0.3106835047155462,"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."}}