{"id":"W2463070872","doi":"10.3389/fped.2016.00067","title":"Anticoagulation Management and Monitoring during Pediatric Extracorporeal Life Support: A Review of Current Issues","year":2016,"lang":"en","type":"review","venue":"Frontiers in Pediatrics","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Extracorporeal; Life support; Heparin; Extracorporeal membrane oxygenation; Intensive care medicine; Heparin-induced thrombocytopenia; Anesthesia; 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":[0.0006015163,0.0005782799,0.003053101,0.001393306,0.00004673342,0.00002748168,0.0002220969,0.0003306991,0.00003070967],"category_scores_gemma":[0.0001742057,0.0004530687,0.0004362534,0.001160418,0.00005420816,0.0001543204,0.0002424762,0.0005457631,0.00003849976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002970122,"about_ca_system_score_gemma":0.0004186624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004223121,"about_ca_topic_score_gemma":1.959733e-7,"domain_scores_codex":[0.9964381,0.000132954,0.001658657,0.0007279901,0.0005578822,0.0004844593],"domain_scores_gemma":[0.9982557,0.00008400111,0.000719986,0.00055035,0.0000917522,0.0002981544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007341996,0.00009035863,0.03551402,0.5594147,0.0001196176,0.00006896668,0.00003001124,3.473188e-8,1.037612e-7,0.00003328495,0.003809246,0.4009123],"study_design_scores_gemma":[0.00137635,0.0001573681,0.01863111,0.2923871,0.01680121,0.00007679863,0.00003160262,0.000003255392,0.000002651239,0.0001746945,0.6692394,0.001118477],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005297281,0.9940254,0.0001060962,0.00003362794,0.003085125,0.00179836,0.00005394287,0.00006178807,0.000305927],"genre_scores_gemma":[0.0001562453,0.9950928,0.002136533,0.000006431213,0.002054657,0.0001149193,0.00007302935,0.0001030113,0.0002623764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6654301,"threshold_uncertainty_score":0.9997921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05979858977539129,"score_gpt":0.3669320337884638,"score_spread":0.3071334440130726,"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."}}