{"id":"W2017012729","doi":"10.1097/ftd.0b013e3181dca981","title":"Progress in Transplantation","year":2010,"lang":"en","type":"article","venue":"Therapeutic Drug Monitoring","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Immunosuppression; Transplantation; Medicine; Economic shortage; Intensive care medicine; Organ transplantation; Quality of life (healthcare); Surgery; Immunology","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":[0.0000813523,0.00009093551,0.0001234843,0.00008578152,0.00003090769,0.00001379123,0.00003974673,0.0000379336,0.0000273129],"category_scores_gemma":[8.37639e-7,0.00007274309,0.00004106633,0.0001132477,0.00002428423,0.00006900676,0.000001789083,0.0001790178,0.00002477638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001739575,"about_ca_system_score_gemma":0.000020343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002191186,"about_ca_topic_score_gemma":0.00001070324,"domain_scores_codex":[0.999418,0.0000130028,0.0001426616,0.0001250092,0.0001491308,0.0001522229],"domain_scores_gemma":[0.9997572,0.00003221235,0.00002436688,0.0001123771,0.00001869668,0.00005513232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001151034,0.00009635772,0.9500427,0.00009066407,0.00003212527,0.00009213803,0.0009717766,0.000001605207,0.005946242,0.0001501501,1.406624e-7,0.04246106],"study_design_scores_gemma":[0.001841114,0.00002730002,0.9639145,0.0001686378,0.00006256712,0.00006529868,0.00007135815,0.00002796738,0.03358157,0.00009469415,0.00007494059,0.00007004046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975687,0.0002558028,0.0000389838,0.0002680921,0.0005063619,0.0002011795,0.000001633866,0.00005337099,0.001105871],"genre_scores_gemma":[0.9982465,0.0001636334,0.001111694,0.00002967987,0.0001316212,0.00003021702,0.000009357823,0.00001474324,0.0002625828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04239102,"threshold_uncertainty_score":0.2966377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232799697305507,"score_gpt":0.3268431136117804,"score_spread":0.3045151166387253,"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."}}