{"id":"W2053722924","doi":"10.1097/01.ftd.0000243965.97964.ca","title":"Is C2 Monitoring or Another Limited Sampling Strategy Superior to C0 Monitoring in Improving Clinical Outcomes in Adult Liver Transplant Recipients?","year":2006,"lang":"en","type":"review","venue":"Therapeutic Drug Monitoring","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Therapeutic drug monitoring; Liver transplantation; Intensive care medicine; Trough level; Transplantation; Surgery; Internal medicine; Pharmacokinetics; Tacrolimus","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":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001040104,0.001278892,0.003737904,0.001313516,0.0001449939,0.0001822272,0.0006399687,0.0008592198,0.00004586365],"category_scores_gemma":[0.00006970438,0.001019598,0.0009183298,0.00118337,0.00006945879,0.0002997175,0.00008192097,0.002002519,0.00005194124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008819021,"about_ca_system_score_gemma":0.0003983161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523564,"about_ca_topic_score_gemma":0.00007796349,"domain_scores_codex":[0.9931269,0.000352383,0.003026948,0.001381515,0.0008260878,0.001286132],"domain_scores_gemma":[0.9970895,0.001037715,0.0004832763,0.0009164141,0.0001515382,0.0003215332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001903973,0.0002483291,0.5337901,0.005309048,0.0001971039,0.000292563,0.00114522,0.000006030548,0.00004266928,0.000001860683,0.000001668328,0.458775],"study_design_scores_gemma":[0.007674062,0.0009346157,0.7886187,0.159328,0.004513724,0.0002402282,0.001592641,0.00005648034,0.004480194,0.0000160405,0.02829911,0.004246176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2756653,0.7139057,0.0004115537,0.0001245942,0.004528639,0.004437421,0.0001204965,0.0007024689,0.0001038257],"genre_scores_gemma":[0.1087414,0.8842601,0.003660778,0.00007540508,0.001544003,0.0003411623,0.00002726889,0.0003718132,0.00097808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4545288,"threshold_uncertainty_score":0.9999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1654362537282625,"score_gpt":0.4293483686578244,"score_spread":0.2639121149295619,"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."}}