{"id":"W2044475349","doi":"10.1016/j.healun.2014.02.028","title":"Short-term mechanical circulatory support for recovery from acute right ventricular failure: Clinical outcomes","year":2014,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Impella; Medicine; Ventricle; Cardiology; Cardiac index; Central venous pressure; Internal medicine; Circulatory system; Inotrope; Ventricular assist device; Implant; Cardiogenic shock; Cardiac output; Heart failure; Surgery; Hemodynamics; Blood pressure; Heart rate; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294431,0.0001505608,0.0004026601,0.00005877461,0.00008078088,0.00002987464,0.0001508814,0.0001404084,0.000055506],"category_scores_gemma":[0.00002030262,0.0001017872,0.0002512959,0.00004909631,0.00002551031,0.0002243735,0.000005515993,0.0002752205,0.00000544357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002073509,"about_ca_system_score_gemma":0.00001660822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001587033,"about_ca_topic_score_gemma":0.000008599694,"domain_scores_codex":[0.9986067,0.0001393786,0.0007029723,0.0001174204,0.0002500725,0.0001833924],"domain_scores_gemma":[0.9989108,0.000646528,0.00009384994,0.0001561526,0.00005361999,0.0001390147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003228621,0.0006412489,0.7848081,0.002478825,0.01369717,0.00088505,0.002178132,0.006725318,0.1429271,0.004150548,0.01992734,0.01835256],"study_design_scores_gemma":[0.004462998,0.0008172129,0.9336187,0.0002742414,0.006287987,0.002057113,0.0000697681,0.02532675,0.01270417,0.004920776,0.008656443,0.0008038564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320496,0.0002150299,0.06647263,0.0002210564,0.0007548021,0.0001994677,0.00003675438,0.00003653833,0.00001407519],"genre_scores_gemma":[0.9981009,0.0001762493,0.00122085,0.0001811798,0.0002523285,0.000003720017,0.00003598547,0.00002430692,0.000004436061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488106,"threshold_uncertainty_score":0.415076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451282896774775,"score_gpt":0.2693832129463787,"score_spread":0.254870383978631,"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."}}