{"id":"W2992022833","doi":"10.1161/circulationaha.119.034512","title":"Veno-Arterial Extracorporeal Membrane Oxygenation for Cardiogenic Shock","year":2019,"lang":"en","type":"review","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Extracorporeal membrane oxygenation; Cardiogenic shock; Medicine; Intensive care medicine; Extracorporeal; Population; Oxygenation; Weaning; Cardiology; Anesthesia; Surgery; Internal medicine; Myocardial infarction","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":[0.0005077256,0.0006215427,0.000851816,0.002828255,0.0002403161,0.0008497722,0.0005629422,0.0007554448,0.003605458],"category_scores_gemma":[0.001282402,0.0001793015,0.0005353918,0.002346817,0.0003784822,0.001076963,0.0004844306,0.001073333,0.001280593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471626,"about_ca_system_score_gemma":0.0009640639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007945146,"about_ca_topic_score_gemma":0.001395658,"domain_scores_codex":[0.9997637,0.00004501403,0.00005795608,0.00003897825,0.00007947234,0.00001490258],"domain_scores_gemma":[0.9993125,0.0004621699,0.00008257094,0.00001844354,0.0001045095,0.00001988171],"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":[0.00003223887,0.00004168584,0.0002064507,0.03470738,0.0001039513,0.0001721521,0.00005751378,0.0001874145,0.0007364762,0.002224647,0.01889247,0.9426376],"study_design_scores_gemma":[0.00001350843,0.00009627754,0.001538204,0.0165576,0.0002528422,0.003035875,0.00008743844,0.00008674443,0.0004863233,0.001981901,0.9758429,0.00002031273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007436815,0.9989634,0.0000739817,0.0001174998,0.0001226728,0.000002493218,0.00001110924,0.00000303454,0.0006315036],"genre_scores_gemma":[0.0004902011,0.9989756,0.0001137591,0.00008790421,0.00009573925,0.000003010833,0.00001655443,9.670396e-7,0.0002163233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003605458,"threshold_uncertainty_score":0.01206148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06203274501962172,"score_gpt":0.2890062771635225,"score_spread":0.2269735321439007,"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."}}