{"id":"W4407669598","doi":"10.1002/ejhf.3627","title":"Organ Perfusion Pressure Predicts Outcomes in Cardiogenic Shock Patients","year":2025,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Interquartile range; Cardiogenic shock; Hazard ratio; Internal medicine; Cardiology; Heart failure; Ejection fraction; Confidence interval; Acute decompensated heart failure; Myocardial infarction; Pulse pressure; Blood pressure; Perfusion; Mean arterial pressure; Shock (circulatory); Central venous pressure; Heart rate","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":[0.0005426501,0.0001657221,0.0003715536,0.000227985,0.00003768476,0.00003416621,0.0002801165,0.00004624131,0.0001430408],"category_scores_gemma":[0.0001109806,0.0001395943,0.0001612184,0.0002336826,0.00001364447,0.0001783203,0.00006637116,0.0004378931,0.00006502029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004005566,"about_ca_system_score_gemma":0.0000322008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.188571e-7,"about_ca_topic_score_gemma":0.000003964386,"domain_scores_codex":[0.998508,0.0002418321,0.0005915137,0.0001307506,0.0003052176,0.0002226414],"domain_scores_gemma":[0.9994232,0.00004208926,0.00007190987,0.0002355072,0.0001051539,0.0001221602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001921585,0.00007213648,0.9397764,0.0001369475,0.0001750708,0.000123211,0.0002345571,0.005198905,0.001902752,0.00002079139,0.0509342,0.001405853],"study_design_scores_gemma":[0.00143531,0.0001067025,0.7082079,0.0002754272,0.00008927725,0.00002508554,0.00007982909,0.0005097146,0.0008921265,0.00002013056,0.2881655,0.000192979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962005,0.0008299097,0.000235627,0.0005773018,0.0007868693,0.000148776,0.000008543342,0.00006434703,0.001148096],"genre_scores_gemma":[0.9989704,0.000007303435,0.0006434832,0.0001347711,0.00008017313,5.437665e-7,0.000002520738,0.00003614286,0.0001245958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372313,"threshold_uncertainty_score":0.5692492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005385453760060145,"score_gpt":0.198539907496041,"score_spread":0.1931544537359808,"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."}}