{"id":"W2884056107","doi":"10.1016/j.resuscitation.2018.07.029","title":"Extracorporeal cardiopulmonary resuscitation for cardiac arrest: A systematic review","year":2018,"lang":"en","type":"review","venue":"Resuscitation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":259,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiopulmonary resuscitation; Extracorporeal cardiopulmonary resuscitation; Resuscitation; Extracorporeal; Intensive care medicine; Clinical death; Cardiology; Anesthesia; Internal medicine","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":[0.003502057,0.002020418,0.009638967,0.008645466,0.0006430252,0.002810442,0.001762698,0.002541857,0.006380529],"category_scores_gemma":[0.01771655,0.001203697,0.008061828,0.008062537,0.0009257664,0.002797618,0.001992481,0.002101006,0.0004149644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230138,"about_ca_system_score_gemma":0.00804563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006476511,"about_ca_topic_score_gemma":0.02712105,"domain_scores_codex":[0.9968546,0.000732962,0.001428047,0.0003574489,0.0004613071,0.0001656819],"domain_scores_gemma":[0.9906535,0.006129127,0.002252591,0.000122349,0.0006638229,0.000178719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001831965,0.00002297718,0.0003731203,0.96723,0.009419073,0.0001067994,0.0001427046,0.00005781225,0.0001736868,0.0001011131,0.001424743,0.02076492],"study_design_scores_gemma":[0.0008088709,0.0002536848,0.00357844,0.79749,0.1745325,0.0006412789,0.0003666258,0.00007209071,0.0001677837,0.000306869,0.02170887,0.00007296923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004432583,0.9988348,0.00008259855,0.0001141754,0.00008785897,0.0001435337,0.0001611643,0.000005792717,0.0001268441],"genre_scores_gemma":[0.005470204,0.993277,0.0003468998,0.0005024117,0.00006414857,0.0001630614,0.00009007375,0.000003990034,0.0000821565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009638967,"threshold_uncertainty_score":0.02134502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354109302191798,"score_gpt":0.3042862368900286,"score_spread":0.2607451438681106,"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."}}