{"id":"W4403807817","doi":"10.1093/eurheartj/ehae666.1766","title":"Cardiogenic shock is more prevalent in racialised and newcomer populations and associated with higher mortality","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Southlake Regional Health Center; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cardiogenic shock; Shock (circulatory); Intensive care medicine; Internal medicine; Cardiology; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003084889,0.000168036,0.0002723846,0.0008151702,0.0009689272,0.0008225706,0.0003977112,0.0002549607,0.004137743],"category_scores_gemma":[0.001773701,0.0001189037,0.0003694057,0.001458419,0.0005101709,0.0003005163,0.0007215559,0.0007597784,0.0001802769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574458,"about_ca_system_score_gemma":0.002004725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.229983,"about_ca_topic_score_gemma":0.296522,"domain_scores_codex":[0.9995456,0.00005846996,0.00004918234,0.00009918454,0.0001120747,0.0001353669],"domain_scores_gemma":[0.9982027,0.00009349982,0.001019389,0.00005744349,0.000269637,0.0003573245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002584151,0.000008995223,0.9986119,0.00001578321,0.00002393989,0.00004764489,0.0002091994,0.00001360276,0.00008629959,0.00002565581,0.0002089244,0.0007222621],"study_design_scores_gemma":[0.000001420179,0.000009732291,0.9990799,0.000016453,0.000007622676,0.0001075885,0.0004979387,0.00003996244,0.00001394066,0.00002069943,0.0002023632,0.000002308705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972667,0.0004189861,0.00007117687,0.0002212032,0.00001369252,0.00001039602,0.0009117349,0.000003769798,0.001082381],"genre_scores_gemma":[0.9992914,0.000138462,0.00003928503,0.00004560987,0.00001477741,0.000004465956,0.0002861015,0.000001334113,0.0001785508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.229983,"threshold_uncertainty_score":0.4572887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06514033616781631,"score_gpt":0.3511057215621786,"score_spread":0.2859653853943623,"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."}}