{"id":"W4403461462","doi":"10.1016/j.annemergmed.2024.08.004","title":"Development and Implementation of a Multicenter Registry for Resuscitation-Focused Transesophageal Echocardiography","year":2024,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Montreal Heart Institute; Ottawa Hospital; Hôpital du Sacré-Cœur de Montréal; Western University; London Health Sciences Centre","funders":"National Institutes of Health; American College of Chest Physicians; National Heart, Lung, and Blood Institute; British Journal of Anaesthesia; Stryker","keywords":"Medicine; Resuscitation; Emergency department; Multicenter study; Cardiopulmonary resuscitation; Critically ill; Medical emergency; Intensive care medicine; Emergency medicine; Internal medicine; Randomized controlled trial; Nursing","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":[0.1108461,0.0009717279,0.001521308,0.00554736,0.002984276,0.005289063,0.004248854,0.00148616,0.004643494],"category_scores_gemma":[0.09891216,0.001084304,0.001599487,0.00387358,0.001237066,0.005599797,0.006519957,0.003850857,0.001676841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003974193,"about_ca_system_score_gemma":0.04883839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100167,"about_ca_topic_score_gemma":0.009734408,"domain_scores_codex":[0.9468954,0.0279344,0.01030417,0.004805102,0.006869921,0.003191016],"domain_scores_gemma":[0.8402348,0.02575576,0.02619547,0.03457912,0.05529637,0.01793851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002929033,0.007479568,0.7402744,0.0008088799,0.0006537864,0.0006899924,0.004005308,0.002757275,0.005473844,0.00726196,0.04132413,0.1863419],"study_design_scores_gemma":[0.00449279,0.008331884,0.8383242,0.002680259,0.0009199167,0.00110421,0.009539789,0.02125963,0.01002278,0.00291086,0.1000586,0.0003549662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6250705,0.001847033,0.1507016,0.0260988,0.00270195,0.1440154,0.02276335,0.003280381,0.02352113],"genre_scores_gemma":[0.5508528,0.001171958,0.3389178,0.004778335,0.0008479434,0.07000721,0.02925464,0.0005721244,0.003597062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108461,"threshold_uncertainty_score":0.5862173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489890566309824,"score_gpt":0.4673161298526181,"score_spread":0.3183270732216357,"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."}}