{"id":"W4313368344","doi":"10.1016/j.ccc.2022.09.003","title":"Extracorporeal Membrane Oxygenation Then and Now; Broadening Indications and Availability","year":2022,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"CARE Canada; Hospital for Sick Children","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Extracorporeal Life Support Organization","keywords":"Extracorporeal membrane oxygenation; Medicine; Life support; Extracorporeal; Respiratory failure; Intensive care medicine; Resuscitation; Cardiopulmonary resuscitation; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009193587,0.001011653,0.001434472,0.002852082,0.0002313719,0.001414842,0.0006223438,0.001001812,0.004929916],"category_scores_gemma":[0.001537012,0.00027523,0.0005948543,0.002496987,0.0005336025,0.001477865,0.0006114324,0.002254787,0.0013905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004975821,"about_ca_system_score_gemma":0.001383531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098781,"about_ca_topic_score_gemma":0.002879075,"domain_scores_codex":[0.9997423,0.00004544748,0.00005513545,0.00005443627,0.00008158427,0.00002100758],"domain_scores_gemma":[0.9993082,0.0003852679,0.0001267473,0.00001603552,0.0001168102,0.00004685561],"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":[0.00009054334,0.00005395896,0.0001518467,0.03044339,0.0001008051,0.0001025838,0.00005068859,0.0002650867,0.0008196558,0.00234875,0.02315442,0.9424182],"study_design_scores_gemma":[0.00008165339,0.000173181,0.001230616,0.01770759,0.0005478973,0.001391758,0.00009517532,0.0001458391,0.0003369796,0.002030954,0.9762238,0.00003454307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006986136,0.9987197,0.00008037957,0.0002107927,0.0001743312,0.000003967302,0.00001765858,0.000005844552,0.0007174361],"genre_scores_gemma":[0.0004191531,0.9987977,0.0001351497,0.0002047276,0.000177531,0.000004376895,0.00001904009,0.000001523891,0.0002408072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004929916,"threshold_uncertainty_score":0.01649225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08530881809410716,"score_gpt":0.362771669179158,"score_spread":0.2774628510850509,"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."}}