{"id":"W1980538663","doi":"10.1186/cc13736","title":"Choosing wisely - when to mend a broken heart with ECMO?","year":2014,"lang":"en","type":"letter","venue":"Critical Care","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cardiogenic shock; Medicine; Extracorporeal membrane oxygenation; Intensive care medicine; Intensive care unit; Rescue therapy; Refractory (planetary science); Shock (circulatory); Cardiac surgery; Extracorporeal; Intensive care; Life support; Emergency medicine; 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":[0.001657249,0.0006751643,0.0009834971,0.0006289063,0.002343734,0.002248139,0.001222467,0.0211739,0.004765709],"category_scores_gemma":[0.01427342,0.000338208,0.0009528542,0.000427651,0.002467536,0.0063011,0.0009727199,0.02483839,0.00468503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356175,"about_ca_system_score_gemma":0.001635579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357921,"about_ca_topic_score_gemma":0.004090074,"domain_scores_codex":[0.9986153,0.0005538914,0.0001819426,0.0001487816,0.0003066023,0.0001934849],"domain_scores_gemma":[0.9973422,0.001220812,0.0001742791,0.00009074141,0.0004495182,0.0007225166],"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":[0.0001692743,0.0002461569,0.006583059,0.0001621529,0.00007163409,0.03844427,0.0005718413,0.0003369179,0.001023546,0.005312135,0.8923429,0.05473606],"study_design_scores_gemma":[0.0003833909,0.0004720133,0.006181529,0.001886557,0.0001029714,0.141719,0.004810962,0.002730972,0.001155195,0.05984829,0.7803975,0.0003115395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001665035,0.003231311,0.0003346848,0.9845002,0.007630976,0.00001689941,0.000025432,0.00004013604,0.002555393],"genre_scores_gemma":[0.01819226,0.005887306,0.00114725,0.9404072,0.03030248,0.00003702923,0.00003763366,0.00003163565,0.003957291],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0211739,"threshold_uncertainty_score":0.01709533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763072574063536,"score_gpt":0.293882649541812,"score_spread":0.2762519238011766,"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."}}