{"id":"W2002099375","doi":"10.1186/cc5631","title":"Prediction of the tacrolimus blood concentration in liver transplantation patients with support vector regression during an intensive care unit stay","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Tacrolimus; Intensive care unit; Liver transplantation; Emergency medicine; Intensive care medicine; Regression; Transplantation; Internal medicine; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010687,0.0003911755,0.0006413614,0.0004992107,0.0001244378,0.0004741699,0.0002772604,0.0004276901,0.0005788071],"category_scores_gemma":[0.007666466,0.0001876331,0.0003344641,0.0003312016,0.0001381388,0.0003654661,0.0001989036,0.0005827384,0.0001631127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003054869,"about_ca_system_score_gemma":0.0003993819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003438017,"about_ca_topic_score_gemma":0.001672437,"domain_scores_codex":[0.9995283,0.0002237698,0.00005406467,0.00005660193,0.00008153757,0.00005570315],"domain_scores_gemma":[0.9970067,0.001994896,0.0003799338,0.00007673267,0.0002679815,0.0002737038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00758837,0.0007888053,0.8142388,0.0001016726,0.0002531552,0.0007123364,0.0002002913,0.05481575,0.003404402,0.0001895853,0.001509062,0.1161979],"study_design_scores_gemma":[0.0001367141,0.002033026,0.1873037,0.00002241098,0.0001045202,0.0003846515,0.0001610484,0.8063697,0.002832803,0.0003662696,0.0002509412,0.00003417182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948002,0.000202825,0.004512451,0.0001810706,0.00001667118,0.00001331944,0.00006746269,0.000037519,0.0001684265],"genre_scores_gemma":[0.9984021,0.00007110136,0.001276765,0.00001521489,0.00001614768,0.000007358746,0.0001117498,0.000002658743,0.00009698109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003438017,"threshold_uncertainty_score":0.006836057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854835425587314,"score_gpt":0.2792856158206211,"score_spread":0.260737261564748,"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."}}