{"id":"W2230501930","doi":"10.1016/j.ijcard.2016.01.045","title":"Efficacy and safety of preoperative intra-aortic balloon pump use in patients undergoing cardiac surgery: a systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"International Journal of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Medicine; Meta-analysis; Intra-aortic balloon pump; Balloon; Surgery; Cardiac surgery; Aortic surgery; Cardiology; Intra-Aortic Balloon Pumping; Internal medicine; Aorta; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001605539,0.0003433109,0.00910366,0.0006736062,0.00001076962,0.000029765,0.0002888196,0.0001932489,0.00003652547],"category_scores_gemma":[0.001283122,0.0002149405,0.001991786,0.0002324213,0.00004991684,0.0002276157,0.0000785595,0.0002930256,0.000002303206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744143,"about_ca_system_score_gemma":0.00009444345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001860687,"about_ca_topic_score_gemma":0.000003094187,"domain_scores_codex":[0.9955791,0.001132377,0.002479292,0.000234603,0.0004078736,0.0001667642],"domain_scores_gemma":[0.9953795,0.00278642,0.001104501,0.0002385167,0.0003891734,0.0001018755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002546857,0.00002181414,0.003299313,0.3104381,0.6813889,0.00007340623,0.00003639315,0.0002166216,2.980729e-7,0.0001348174,0.00007240438,0.004292572],"study_design_scores_gemma":[0.0004711391,0.00008624872,0.00190084,0.07520647,0.9150628,0.0001802816,0.000007058859,0.00002030202,0.000001145933,0.00003749706,0.006487404,0.0005387544],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004321366,0.9978698,0.0004815544,0.0000198372,0.0002797394,0.0007263042,0.0001588971,0.000007158665,0.00002460111],"genre_scores_gemma":[0.05060737,0.9491919,0.00003007966,0.00002884108,0.00004913866,0.00003190727,0.00002714432,0.00002766661,0.00000598141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2352316,"threshold_uncertainty_score":0.8765021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04590057457102662,"score_gpt":0.2975398498185916,"score_spread":0.2516392752475649,"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."}}