{"id":"W1981061572","doi":"10.1097/00007890-200005150-00005","title":"RENAL TRANSPLANT PROTOCOL BIOPSIES: A SURROGATE BIOMARKER FOR LATE GRAFT LOSS","year":2000,"lang":"en","type":"letter","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surrogate endpoint; Transplantation; Biomarker; Clinical trial; Clinical study design; Internal medicine; Disease; Kidney transplantation; Surgery; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1967401,0.0006239313,0.001427142,0.00153741,0.0004889671,0.003342905,0.001648985,0.002914496,0.00180243],"category_scores_gemma":[0.1477326,0.0004797875,0.001218225,0.001516539,0.001455017,0.001951234,0.001702789,0.003163235,0.0005640789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834218,"about_ca_system_score_gemma":0.003160937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004112612,"about_ca_topic_score_gemma":0.0006961006,"domain_scores_codex":[0.7293359,0.2545995,0.006060475,0.001757884,0.00758084,0.0006653419],"domain_scores_gemma":[0.781495,0.1457946,0.033446,0.01814806,0.01745311,0.003663219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.04329033,0.001060351,0.1179597,0.004623516,0.002435551,0.0005852489,0.00122194,0.002922363,0.004440079,0.01594804,0.04036365,0.7651493],"study_design_scores_gemma":[0.02320561,0.05328656,0.3766258,0.01484771,0.007197878,0.006845762,0.002039884,0.03928137,0.0199192,0.08221264,0.3737475,0.0007902194],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.2889988,0.2721653,0.2167656,0.151702,0.01707242,0.0114247,0.001359187,0.0007444542,0.03976759],"genre_scores_gemma":[0.80452,0.01935343,0.1161526,0.04015622,0.006421809,0.008296643,0.0008647382,0.000263851,0.003970767],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1967401,"threshold_uncertainty_score":0.9905624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604110707980721,"score_gpt":0.3229839083794031,"score_spread":0.2869428012995958,"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."}}