{"id":"W4319958323","doi":"10.1186/s13054-022-04227-2","title":"Extracorporeal treatment for ethylene glycol poisoning: systematic review and recommendations from the EXTRIP workgroup","year":2023,"lang":"en","type":"review","venue":"Critical Care","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides; Université de Sherbrooke; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Medicine; Ethylene glycol poisoning; Extracorporeal; Anion gap; Hemodialysis; Intensive care medicine; Hypokalemia; Metabolic acidosis; Antidote; Ethylene glycol; Internal medicine; Toxicity; Surgery","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":[],"category_scores_codex":[0.000238108,0.0005620158,0.00317983,0.00006639918,0.0002852108,0.00008130434,0.0001677857,0.0003027934,0.00005563988],"category_scores_gemma":[0.002358859,0.0003037779,0.0007551658,0.0002607987,0.0001051276,0.00004200181,0.00006280099,0.0003042205,0.00009087272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005004242,"about_ca_system_score_gemma":0.0002526867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007099204,"about_ca_topic_score_gemma":0.00002841443,"domain_scores_codex":[0.9975233,0.000315127,0.0009242931,0.0006077527,0.0002220344,0.0004074558],"domain_scores_gemma":[0.9932057,0.005412513,0.0001909152,0.0007513923,0.0001661835,0.0002733306],"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":[0.000009743031,0.00008551606,0.000005950436,0.8713738,0.0007051252,0.00006379239,0.0001995616,4.223588e-9,2.361879e-8,0.0004675033,0.002600913,0.1244881],"study_design_scores_gemma":[0.0006653509,0.00039891,0.000006100406,0.7404355,0.05338696,0.00009992786,0.0005326329,0.00000227135,2.29823e-7,0.0001153959,0.204071,0.0002857716],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001069798,0.9886945,0.00005325792,0.00203184,0.0002687531,0.006955396,0.00166609,0.0001438205,0.0001852771],"genre_scores_gemma":[0.0000292761,0.9891387,0.000539936,0.000543931,0.000293389,0.005244619,0.003055264,0.000112634,0.001042241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2014701,"threshold_uncertainty_score":0.9999414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1833850930050269,"score_gpt":0.4594856899590333,"score_spread":0.2761005969540065,"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."}}