{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007164467,0.0004195575,0.0003708666,0.0003916484,0.000211884,0.0007394514,0.0002720049,0.0004566838,0.001341776],"category_scores_gemma":[0.003141556,0.0001644713,0.0004475368,0.0005434215,0.000251365,0.000421686,0.0004899215,0.0009661102,0.0002077359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002126318,"about_ca_system_score_gemma":0.0002807699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007722114,"about_ca_topic_score_gemma":0.0008003192,"domain_scores_codex":[0.9997402,0.00008593789,0.00002781502,0.00004925078,0.0000403628,0.00005644605],"domain_scores_gemma":[0.9982387,0.0004640357,0.0007325091,0.00006164614,0.0001289958,0.000374095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002486381,0.00002794765,0.9981732,0.00001257398,0.00005513781,0.00005158949,0.00001390936,0.00008231414,0.00008077764,0.00001084365,0.00009989224,0.001143126],"study_design_scores_gemma":[0.00002279224,0.0001925886,0.9986451,0.00001631086,0.00005641192,0.0001652944,0.0000485251,0.0006521411,0.00005500911,0.00006300164,0.00007782485,0.000004911056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986084,0.0005940296,0.00009168989,0.0001319382,0.00001773274,0.000005310327,0.0002117417,0.000004089997,0.0003350627],"genre_scores_gemma":[0.999348,0.0001576666,0.00003757678,0.00002489398,0.00003691146,0.000004002006,0.0003340353,9.890048e-7,0.00005595818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001341776,"threshold_uncertainty_score":0.004488707,"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."}}