{"id":"W2897900087","doi":"10.3389/fped.2018.00299","title":"Extracorporeal Membrane Oxygenation (ECMO) Support in Special Patient Populations—The Bidirectional Glenn and Fontan Circulations","year":2018,"lang":"en","type":"review","venue":"Frontiers in Pediatrics","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Decompensation; Life support; Fontan procedure; Cardiopulmonary bypass; Population; Ventricle; Cardiac decompensation; Cardiology; Intensive care medicine; Internal medicine; Heart failure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004122175,0.0005649223,0.0008475165,0.002628535,0.0002471179,0.0009456835,0.0004989235,0.0007940136,0.003300511],"category_scores_gemma":[0.001195529,0.0001559936,0.0005316649,0.001897539,0.000400774,0.00104292,0.0005948498,0.0009988319,0.0007886393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000326945,"about_ca_system_score_gemma":0.001048418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007162881,"about_ca_topic_score_gemma":0.001131559,"domain_scores_codex":[0.9997985,0.00003188762,0.00005201166,0.00003330851,0.00006865323,0.00001568798],"domain_scores_gemma":[0.999442,0.0003516398,0.00009016314,0.0000128651,0.00007975391,0.000023554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004240598,0.00004738839,0.0003246817,0.04001196,0.00009925983,0.000215233,0.0001013885,0.0001634311,0.0007265132,0.003009338,0.01696357,0.9382948],"study_design_scores_gemma":[0.00001512504,0.00009267553,0.002244519,0.02648702,0.0002593415,0.003593275,0.0001566687,0.00008687947,0.0004011209,0.002288177,0.9643564,0.00001886339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001374936,0.9987143,0.00006477435,0.0001767904,0.0001195335,0.000003144906,0.00001388482,0.000003109821,0.000767027],"genre_scores_gemma":[0.0007944758,0.9987133,0.0001095304,0.00008853914,0.00008948787,0.000003326488,0.00001647505,7.958843e-7,0.0001841666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003300511,"threshold_uncertainty_score":0.01104134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242217571128052,"score_gpt":0.2603843413694337,"score_spread":0.2279621656581531,"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."}}