{"id":"W4220897119","doi":"10.1111/ctr.14631","title":"What is the optimal antimicrobial prophylaxis to prevent postoperative infectious complications after liver transplantation? A systematic review of the literature and expert panel recommendations","year":2022,"lang":"en","type":"review","venue":"Clinical Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Liver transplantation; Intensive care medicine; Antimicrobial; Systematic review; Transplantation; Surgery; MEDLINE","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":[0.001161207,0.0003634284,0.001609421,0.0001528478,0.0003529441,0.0001357979,0.00032268,0.0002390318,0.0003138783],"category_scores_gemma":[0.0001662076,0.0001960045,0.0008307336,0.0008157227,0.000189206,0.0002007572,0.00005922038,0.001071512,0.00002813124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009905609,"about_ca_system_score_gemma":0.0003406864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002357076,"about_ca_topic_score_gemma":0.00002570419,"domain_scores_codex":[0.9953998,0.001670545,0.001694225,0.0005620735,0.0004548534,0.0002185229],"domain_scores_gemma":[0.9969879,0.001484671,0.0004409608,0.0006939849,0.0002510496,0.0001414598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001217806,0.0004358385,0.000005951109,0.9323868,0.0004260555,0.00003442066,0.006875531,4.665841e-7,0.00000262808,0.00003114603,0.0006613199,0.05901805],"study_design_scores_gemma":[0.0005351753,0.0005000855,0.0001761591,0.8391259,0.004957345,0.001102084,0.000112943,0.000007696054,0.00001339642,0.000006119486,0.1531541,0.000309057],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002399283,0.9838672,0.000101242,0.004099547,0.0003110674,0.01006522,0.001232584,0.00002170896,0.00006148774],"genre_scores_gemma":[0.0002148337,0.9905534,0.0001879885,0.005253655,0.00008211933,0.002607809,0.0007953957,0.00004362552,0.0002611867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1524927,"threshold_uncertainty_score":0.7992833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09316316864481274,"score_gpt":0.4224273245464281,"score_spread":0.3292641559016153,"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."}}