{"id":"W4410049116","doi":"10.1093/ehjacc/zuaf062","title":"Breaking barriers, bridging gaps, and redefining acute cardiovascular care: May issue highlights","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Acute Cardiovascular Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Bridging (networking); Intensive care medicine; Computer security","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001593785,0.0006073843,0.001630004,0.0005752353,0.001239912,0.0004302149,0.0002555806,0.0001855438,0.00002110041],"category_scores_gemma":[0.0001928117,0.0005408499,0.004461003,0.0006946328,0.0001867705,0.0003260262,0.0003351115,0.001108705,0.00007187468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004414859,"about_ca_system_score_gemma":0.0003403242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003651054,"about_ca_topic_score_gemma":0.000001242805,"domain_scores_codex":[0.9950733,0.001078381,0.0007432288,0.0009493558,0.001346553,0.0008091659],"domain_scores_gemma":[0.9969788,0.000062839,0.0001336014,0.001258515,0.0008676939,0.000698504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00146684,0.00008940553,0.07571328,0.004986222,0.2445124,0.07818843,0.04178988,0.009045101,0.009100626,0.0004434198,0.09344888,0.4412155],"study_design_scores_gemma":[0.00357552,0.0001030585,0.03664578,0.00160174,0.01304477,0.005187146,0.004278362,0.00001866749,0.001226312,0.000006174418,0.9337043,0.0006081673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2990701,0.6326183,0.007291329,0.002520364,0.01067988,0.001519168,0.0001068768,0.000536288,0.04565766],"genre_scores_gemma":[0.9762151,0.01598883,0.002073065,0.001020388,0.003959015,0.00001347002,0.0001277393,0.0001875766,0.0004148392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8402554,"threshold_uncertainty_score":0.9997043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009485679622253967,"score_gpt":0.2593810869446014,"score_spread":0.2498954073223475,"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."}}