{"id":"W2089501217","doi":"10.1097/tp.0b013e31820f07de","title":"Minimal But Essential Doses of Immunosuppression: A More Realistic Approach to Improve Long-Term Outcomes for Pediatric Living-Donor Liver Transplantation","year":2011,"lang":"en","type":"letter","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunosuppression; Medicine; Fibrosis; Immune system; Liver transplantation; Immune tolerance; Liver biopsy; Immunology; Transplantation; Biopsy; Organ transplantation; Gastroenterology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001640067,0.0007878147,0.001219233,0.0006551089,0.000142808,0.0000481875,0.0002996631,0.0008093049,0.0001217857],"category_scores_gemma":[0.00002516569,0.0006514957,0.0006889681,0.0002529585,0.00008991415,0.0002361807,0.00001049531,0.0005748527,0.00002614348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008194952,"about_ca_system_score_gemma":0.0001946064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004006366,"about_ca_topic_score_gemma":0.00002404703,"domain_scores_codex":[0.9963932,0.0001170553,0.001194425,0.000921367,0.0007679017,0.0006060302],"domain_scores_gemma":[0.997838,0.0006330271,0.0005579434,0.0005031368,0.0002815105,0.0001864246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.03878443,0.006812855,0.4047873,0.4359092,0.008571817,0.01065365,0.05334244,0.0001904022,0.01489534,0.0002738965,0.02051415,0.005264536],"study_design_scores_gemma":[0.01351045,0.001965348,0.9402161,0.003658849,0.02369613,0.001277558,0.0001040364,0.0001124888,0.01377003,0.00002536694,0.000132952,0.001530685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7670002,0.0009259261,0.1737465,0.01289275,0.002876477,0.01604269,0.02350124,0.0005440441,0.002470189],"genre_scores_gemma":[0.8859256,0.009480298,0.01775789,0.0264174,0.003124679,0.002160241,0.05027321,0.0004764988,0.0043842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5354288,"threshold_uncertainty_score":0.9995936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255331432074409,"score_gpt":0.2973571338984887,"score_spread":0.2648038195777446,"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."}}