{"id":"W4290960239","doi":"10.1177/02676591221119002","title":"2021 MiECTiS focused update on the 2016 position paper for the use of minimal invasive extracorporeal circulation in cardiac surgery","year":2022,"lang":"en","type":"review","venue":"Perfusion","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Western University","funders":"","keywords":"Medicine; Extracorporeal circulation; Cardiac surgery; Intensive care medicine; Position paper; Extracorporeal membrane oxygenation; 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":[0.001024739,0.0003452353,0.001029389,0.0002046149,0.0001400806,0.00004140634,0.0002413752,0.0002379525,0.001340009],"category_scores_gemma":[0.0002951345,0.0002157148,0.0007819512,0.0003970622,0.00002699207,0.0001292546,0.00007244741,0.0004224261,0.00002650769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340312,"about_ca_system_score_gemma":0.0001505041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006588792,"about_ca_topic_score_gemma":0.0000411335,"domain_scores_codex":[0.9977508,0.0004399847,0.0007952364,0.0003590103,0.0003896927,0.000265282],"domain_scores_gemma":[0.9932729,0.005743177,0.0003024815,0.0005927759,0.0000411159,0.00004754749],"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":[0.00002418933,0.00004126349,0.00009919155,0.003043262,0.0001551994,0.00001106889,0.00008395398,0.001052512,0.0001652194,0.0001651318,0.004627977,0.990531],"study_design_scores_gemma":[0.00008416764,0.0000306635,0.0004705475,0.002517927,0.0005162297,0.0000075004,0.00001908615,0.002354642,0.00005351502,0.0000603209,0.9935273,0.0003581018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007100741,0.9875526,0.0001430702,0.000122741,0.001379851,0.003024869,0.0005344896,0.00005802155,0.00008356757],"genre_scores_gemma":[0.01085024,0.9870831,0.00004186706,0.00006699229,0.0002311971,0.0008929584,0.0007083847,0.0001073177,0.00001791818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901729,"threshold_uncertainty_score":0.9995729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09179800463058346,"score_gpt":0.2656271825922191,"score_spread":0.1738291779616357,"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."}}