{"id":"W3045172413","doi":"10.1097/mat.0000000000001223","title":"Extracorporeal Life Support Organization (ELSO): 2020 Pediatric Respiratory ELSO Guideline","year":2020,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Extracorporeal membrane oxygenation; Extracorporeal; Guideline; Life support; Medicine; Intensive care medicine; Respiratory failure; Surgery; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005683925,0.0001618237,0.0002857154,0.0001139677,0.0001610131,0.00006383572,0.00009767639,0.0001273914,0.003494297],"category_scores_gemma":[0.002028762,0.0001354349,0.0001495053,0.0006813463,0.00002786606,0.0001894938,0.00003801235,0.000495952,0.0004434411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006345203,"about_ca_system_score_gemma":0.0008092595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002030894,"about_ca_topic_score_gemma":5.90911e-7,"domain_scores_codex":[0.998208,0.00008168142,0.0006966096,0.0002161364,0.000552798,0.0002447958],"domain_scores_gemma":[0.9981107,0.00006378551,0.0003045979,0.0001350489,0.000645238,0.0007405938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001019834,0.00005307316,0.2742191,0.00003686069,0.00006568773,0.0004752318,0.0003058769,0.00002939246,0.009371467,0.0001575445,0.7138392,0.001344619],"study_design_scores_gemma":[0.006653259,0.001178482,0.6019078,0.00009463364,0.001139349,0.000649584,0.001006958,0.0003972062,0.003525901,0.0004401348,0.3820565,0.0009502446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487875,0.0005372043,0.005519719,0.03738457,0.001995216,0.0002663328,0.00001601789,0.0001555981,0.005337834],"genre_scores_gemma":[0.9703214,0.0003296491,0.001167922,0.01473637,0.01309525,0.000002379703,0.00009365703,0.00006236208,0.0001909701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3317827,"threshold_uncertainty_score":0.9974166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191666777832592,"score_gpt":0.2752491075159765,"score_spread":0.2560824297327173,"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."}}