{"id":"W4401325273","doi":"10.1097/mej.0000000000001170","title":"Association between emergency medical services’ response times, low socioeconomic status, and poorer outcomes in out-of-hospital cardiac arrest: the MEDIC multicenter retrospective cohort study for disparities in access to prehospital critical care in the Paris metropolitan area","year":2024,"lang":"en","type":"article","venue":"European Journal of Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Centre for Advancing Health Outcomes","funders":"","keywords":"Medicine; Socioeconomic status; Emergency medical services; Emergency medicine; Retrospective cohort study; Confidence interval; Cohort study; Population; Cohort; Medical emergency; Internal medicine; Environmental health","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":[0.0009791142,0.0004844596,0.0003177856,0.001413306,0.0006242483,0.000902019,0.0006190481,0.0005012247,0.001352608],"category_scores_gemma":[0.001774005,0.0003555805,0.0005622566,0.001518881,0.0003433807,0.0005849651,0.000613443,0.0005127904,0.0002262028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000968997,"about_ca_system_score_gemma":0.0008944299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02809113,"about_ca_topic_score_gemma":0.03195406,"domain_scores_codex":[0.999342,0.0001655391,0.00006098539,0.0001999146,0.00009430499,0.0001372019],"domain_scores_gemma":[0.9986808,0.0001273568,0.000637136,0.0001551621,0.0001607269,0.0002387654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000349606,0.00002684623,0.9994135,0.000002759508,0.00004053532,0.0000362293,0.00006885874,0.00001874439,0.00004474131,0.00001066477,0.0001098074,0.0001923706],"study_design_scores_gemma":[0.000006670393,0.00004881716,0.9993991,0.000003796397,0.00001823564,0.0000654151,0.0002092549,0.0001006149,0.00001670042,0.000007253768,0.0001215206,0.000002743577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987714,0.00006205895,0.00005123837,0.00004194832,0.000003911746,0.00001763452,0.0008427675,0.000003095328,0.000205833],"genre_scores_gemma":[0.9990157,0.00004764757,0.00006305136,0.00002967961,0.00001063211,0.00002809561,0.0006889027,0.000001804154,0.0001145393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02809113,"threshold_uncertainty_score":0.05585527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675448266895145,"score_gpt":0.349100813817414,"score_spread":0.3323463311484625,"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."}}