{"id":"W4389956667","doi":"10.1161/circ.148.suppl_1.15975","title":"Abstract 15975: Cardiogenic Shock Teams Are Associated With Lower Mortality, Bleeding and Vascular Complications: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiogenic shock; Meta-analysis; Odds ratio; Confidence interval; Observational study; 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":[0.01351814,0.002588936,0.01717324,0.008089612,0.0006020837,0.00380751,0.00210078,0.002234959,0.004922198],"category_scores_gemma":[0.03047302,0.001383046,0.03473412,0.008753246,0.0006904583,0.001785948,0.001468944,0.001587982,0.000391607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909961,"about_ca_system_score_gemma":0.003362844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00580938,"about_ca_topic_score_gemma":0.01030705,"domain_scores_codex":[0.991071,0.004034535,0.002772796,0.0008154441,0.001025882,0.0002804978],"domain_scores_gemma":[0.9799303,0.01421389,0.00386731,0.0004922011,0.001233931,0.0002623772],"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":[0.001443068,0.00002903733,0.004983616,0.4058703,0.5773981,0.0001406526,0.00007208292,0.000329178,0.0001808314,0.00009110691,0.0005467317,0.008915247],"study_design_scores_gemma":[0.0003827854,0.0001667368,0.005092946,0.02906485,0.9635384,0.00009903967,0.00004076548,0.0001671576,0.00008743323,0.0001356029,0.001203672,0.00002055008],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004981554,0.9932902,0.0004014294,0.0002231961,0.000134931,0.0002185339,0.0005126908,0.00002402073,0.0002133411],"genre_scores_gemma":[0.1733417,0.8201541,0.002466751,0.000992952,0.0004143869,0.001263796,0.0009255004,0.00003873889,0.0004020702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01717324,"threshold_uncertainty_score":0.0714916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102033380143857,"score_gpt":0.3147271593505996,"score_spread":0.204523821336214,"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."}}