{"id":"W2038208144","doi":"10.1186/cc5421","title":"Cytokines monitored by microdialysis detect rejection earlier than current methods in liver transplantation","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Microdialysis; Liver transplantation; Current (fluid); Intensive care medicine; Transplantation; Graft rejection; Immunology; Internal medicine","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":[0.0009627752,0.0003182209,0.0005973901,0.000592035,0.0001989781,0.000806648,0.0001899393,0.0005593874,0.0005440857],"category_scores_gemma":[0.001794179,0.0001763376,0.0002231145,0.0004736468,0.000359151,0.0005461786,0.000252455,0.0009084902,0.0001751089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374829,"about_ca_system_score_gemma":0.0002133686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004603199,"about_ca_topic_score_gemma":0.0005493386,"domain_scores_codex":[0.9994873,0.0001832347,0.00005054148,0.00007110863,0.0001528923,0.00005498519],"domain_scores_gemma":[0.9991072,0.0003221606,0.0002566655,0.00006932091,0.0001483552,0.00009630206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00527816,0.0003737251,0.1347151,0.0002476874,0.00008595627,0.0002411798,0.0002733613,0.0003097155,0.824975,0.0001963248,0.0003305556,0.03297321],"study_design_scores_gemma":[0.0001259039,0.003926542,0.3045924,0.00004880814,0.0001855218,0.001334829,0.000290787,0.00370182,0.683251,0.0003506981,0.002148175,0.00004363611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801694,0.009841153,0.008518842,0.0003845405,0.0001687628,0.00004679112,0.0001244877,0.00006532934,0.000680838],"genre_scores_gemma":[0.991834,0.001750185,0.005582323,0.0001906186,0.0001069612,0.00005146945,0.00008160851,0.000007316285,0.0003953534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009627752,"threshold_uncertainty_score":0.005091727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430986150065701,"score_gpt":0.3986998673338493,"score_spread":0.3743900058331923,"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."}}