{"id":"W2071180610","doi":"10.1093/ndt/gft123","title":"Transplantation: clinical studies - A","year":2013,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Transplantation; Intensive care medicine; Surgery","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":[0.007540783,0.0006254981,0.001393383,0.002557701,0.001217402,0.002568684,0.0009786679,0.001703024,0.01235751],"category_scores_gemma":[0.01051355,0.0002857753,0.0007217471,0.005013823,0.001962685,0.001833794,0.00146129,0.001059062,0.002408072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003422,"about_ca_system_score_gemma":0.001574664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198857,"about_ca_topic_score_gemma":0.001405244,"domain_scores_codex":[0.9957479,0.002388545,0.0007370593,0.000467107,0.0004137707,0.0002456933],"domain_scores_gemma":[0.9905204,0.005064052,0.00131447,0.0008367192,0.00125856,0.001005799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01553236,0.006387428,0.4902115,0.00822538,0.001058972,0.01473384,0.001896292,0.0004048018,0.00984499,0.007129589,0.01314866,0.4314262],"study_design_scores_gemma":[0.004914904,0.01814258,0.6813687,0.01147815,0.003138697,0.08385346,0.01024142,0.0007172421,0.00761766,0.01369465,0.1645278,0.0003048014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4662108,0.4530185,0.002825962,0.007648463,0.0009155422,0.001221008,0.002215009,0.00006197624,0.0658827],"genre_scores_gemma":[0.8505008,0.1288003,0.002891651,0.008413483,0.002917953,0.0007233442,0.002211608,0.00004482422,0.003496041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01235751,"threshold_uncertainty_score":0.04133999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065530472514302,"score_gpt":0.3072282601406323,"score_spread":0.2865729554154893,"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."}}