{"id":"W2076992310","doi":"10.1111/j.1600-6143.2007.01979.x","title":"Lack of Benefit of Early Protocol Biopsies in Renal Transplant Patients Receiving TAC and MMF: A Randomized Study","year":2007,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Ottawa Hospital; St. Paul's Hospital; Hôpital Notre-Dame; University of Alberta; Hôpital Maisonneuve-Rosemont; Hôtel-Dieu de Québec; St. Joseph's Hospital; Health Sciences Centre","funders":"Astellas Pharma; Helsingin Yliopisto","keywords":"Medicine; Randomized controlled trial; Protocol (science); Renal transplant; Urology; Internal medicine; Intensive care medicine; Oncology; Transplantation; Pathology; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008414147,0.0001600263,0.0009510684,0.0004684632,0.00002072359,0.000006263712,0.00006250294,0.00003454454,0.000009209508],"category_scores_gemma":[0.00001989162,0.0001143217,0.0001626435,0.0003245664,0.000175904,0.0001504729,0.000001869838,0.0001429554,2.556946e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002692325,"about_ca_system_score_gemma":0.00004513007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003446407,"about_ca_topic_score_gemma":0.0001249759,"domain_scores_codex":[0.9978302,0.0001277928,0.001295663,0.0001309716,0.0004559289,0.0001595186],"domain_scores_gemma":[0.9983116,0.0003910467,0.0009037317,0.00007914141,0.0002167835,0.00009772635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1462955,0.0008672037,0.8308533,0.0003872925,0.0003557187,0.0001718857,0.009722092,0.00004129782,0.001888278,0.00001654055,1.566228e-7,0.009400749],"study_design_scores_gemma":[0.1258443,0.004126579,0.8616983,0.001430327,0.0005652006,0.0001327685,0.0004791813,0.00001027394,0.005604012,0.00002573858,8.766635e-7,0.00008253034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896814,0.00001390514,0.001207986,0.00003266971,0.00002858103,0.008890193,0.00002830369,0.000004081619,0.0001129421],"genre_scores_gemma":[0.9974093,0.0001515034,0.002132904,0.00001813815,0.00001393435,0.0002383172,0.00001309551,0.00001365858,0.000009131261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03084496,"threshold_uncertainty_score":0.4661904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876393921129563,"score_gpt":0.3331123478123915,"score_spread":0.3143484086010959,"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."}}