{"id":"W2035875037","doi":"10.1038/ki.2013.275","title":"Predicting long-term outcome in renal transplantation","year":2013,"lang":"en","type":"letter","venue":"Kidney International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Transplantation; Biomarker; Renal function; Cohort; Kidney transplantation; Internal medicine; Population; Outcome (game theory); Disease; Intensive care medicine; Cohort study; Biology","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":[0.002330712,0.0002955821,0.0009796624,0.000589402,0.002490849,0.002005017,0.0008761775,0.01183785,0.002559223],"category_scores_gemma":[0.02520674,0.0003139294,0.0005907645,0.0007939012,0.00103089,0.001382472,0.0009403846,0.01301331,0.001401077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00313369,"about_ca_system_score_gemma":0.003628365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049321,"about_ca_topic_score_gemma":0.02568419,"domain_scores_codex":[0.9978855,0.0008912956,0.0004008555,0.000148864,0.0003285971,0.0003448417],"domain_scores_gemma":[0.9904025,0.005185849,0.0007327712,0.0002279532,0.001526826,0.001924156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000352941,0.0002987481,0.1253316,0.00009514103,0.00009277486,0.007921901,0.0004105143,0.0003699992,0.0002058771,0.002474812,0.805913,0.05653282],"study_design_scores_gemma":[0.001311455,0.001016155,0.2823148,0.003061509,0.000748262,0.04435206,0.008242635,0.01517971,0.00144696,0.06898852,0.5727425,0.0005955365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01009935,0.0009519691,0.0001210341,0.9763991,0.007818988,0.00001104484,0.0001440263,0.00001763536,0.004436689],"genre_scores_gemma":[0.1701189,0.002718156,0.001016891,0.7525662,0.06732597,0.00009446443,0.0003095228,0.00003591437,0.00581404],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01183785,"threshold_uncertainty_score":0.02273655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03040627269919186,"score_gpt":0.3159040745366589,"score_spread":0.285497801837467,"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."}}