{"id":"W2788500242","doi":"10.1007/s00134-018-5064-5","title":"Position paper for the organization of ECMO programs for cardiac failure in adults","year":2018,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":308,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; St. Michael's Hospital; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Cardiogenic shock; Intensive care medicine; Heart failure; Medical emergency; Cardiology; 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":[0.009411252,0.001446868,0.001006171,0.001239985,0.00234945,0.006840803,0.003013074,0.01470843,0.07466491],"category_scores_gemma":[0.01663172,0.0005431253,0.001459876,0.0009492062,0.0008412869,0.0026822,0.002115929,0.009647124,0.02521686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004294418,"about_ca_system_score_gemma":0.03607512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217144,"about_ca_topic_score_gemma":0.02476829,"domain_scores_codex":[0.994354,0.0007519709,0.0005077401,0.0007414516,0.002107831,0.001537052],"domain_scores_gemma":[0.9696878,0.002706145,0.002051849,0.0007818482,0.008939202,0.01583312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002189222,0.0001841992,0.0007976965,0.0002268839,0.00002826783,0.0001407994,0.00005116114,0.0002478276,0.0007041558,0.005392494,0.9441438,0.04786373],"study_design_scores_gemma":[0.0002416337,0.000310405,0.003875433,0.0006279902,0.00003665448,0.00009701988,0.0001653991,0.0003494023,0.0008226856,0.002164186,0.9912772,0.00003188937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004331857,0.009851024,0.004889217,0.4876979,0.3829097,0.002095838,0.00618954,0.000266202,0.1017688],"genre_scores_gemma":[0.02216244,0.01448145,0.01757935,0.08038274,0.1187802,0.002412852,0.00703537,0.0007483397,0.7364172],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07466491,"threshold_uncertainty_score":0.249779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009454254422202593,"score_gpt":0.2357856993118881,"score_spread":0.2263314448896855,"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."}}