{"id":"W3212627079","doi":"10.1161/circ.144.suppl_1.12994","title":"Abstract 12994: Invasive Left Atrial Pressure Monitoring and Survival on Veno-Arterial Extracorporeal Membrane Oxygenation for Cardiogenic Shock","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Cardiogenic shock; Extracorporeal membrane oxygenation; Cardiology; Internal medicine; Pulmonary wedge pressure; Myocardial infarction; Blood pressure; Afterload","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":[0.0006895146,0.0001849203,0.0002636905,0.0004520029,0.0001922995,0.0005688396,0.00029838,0.0002156788,0.002773862],"category_scores_gemma":[0.00193855,0.00009316832,0.0003907271,0.000699987,0.0001938753,0.0003893904,0.000390889,0.0005252543,0.0003035331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901783,"about_ca_system_score_gemma":0.0003503638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008948931,"about_ca_topic_score_gemma":0.001051942,"domain_scores_codex":[0.9996685,0.00006077745,0.00005022029,0.00007485656,0.00009010603,0.00005563122],"domain_scores_gemma":[0.9979815,0.0004077836,0.001109961,0.00008665057,0.0001182269,0.0002957155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000100712,0.00001613028,0.9984062,0.0000133537,0.00005048936,0.00003991676,0.00001334199,0.0000376559,0.00009896061,0.000011119,0.0001728683,0.001039294],"study_design_scores_gemma":[0.000008533703,0.00008873372,0.9991238,0.00001519183,0.00003657768,0.0002353921,0.00004299197,0.0001889022,0.00005681249,0.0000264122,0.0001744792,0.000002196981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975585,0.0003260376,0.0001291737,0.0001017313,0.00001635095,0.000006817808,0.001380373,0.000005208753,0.0004759672],"genre_scores_gemma":[0.9986362,0.0001305149,0.00007050439,0.00003805575,0.00003980301,0.000008451104,0.0009152514,0.000002017513,0.0001592532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002773862,"threshold_uncertainty_score":0.00927943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490967743667573,"score_gpt":0.2801219931169994,"score_spread":0.2552123156803237,"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."}}