{"id":"W4415407845","doi":"10.1016/j.resuscitation.2025.110739","title":"European Resuscitation Council Guidelines 2025 Education for Resuscitation","year":2025,"lang":"en","type":"article","venue":"Resuscitation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System","funders":"Invasive Fungi Research Center, Mazandaran University of Medical Sciences","keywords":"Resuscitation; Health professionals; Cardiopulmonary resuscitation; MEDLINE; Health care","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":[0.002563078,0.0002789915,0.0003094282,0.0006732188,0.0004570682,0.0001175257,0.0001636693,0.0001775306,0.00004333803],"category_scores_gemma":[0.0068357,0.0002986659,0.0001614889,0.001297481,0.00008372276,0.0003895872,0.00002209078,0.0002011947,0.0001059377],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785017,"about_ca_system_score_gemma":0.005998911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001980847,"about_ca_topic_score_gemma":0.00006643942,"domain_scores_codex":[0.9965969,0.0002958753,0.001221126,0.0006855631,0.0008280519,0.0003724454],"domain_scores_gemma":[0.9868813,0.001082281,0.0004195653,0.0006368455,0.01080265,0.0001773515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002483013,0.0007333488,0.05309564,0.003678998,0.0002250406,0.000002749811,0.006788946,0.003408472,0.00789262,0.06640991,0.6914416,0.1638396],"study_design_scores_gemma":[0.008585003,0.0006412122,0.7055742,0.003964844,0.0006940759,0.000007763101,0.012999,0.03168971,0.001725641,0.0527637,0.1803568,0.0009981018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5079362,0.00487461,0.1447704,0.1669631,0.02218517,0.01308858,0.000206915,0.001506732,0.1384683],"genre_scores_gemma":[0.9407682,0.00009199711,0.03893123,0.005638806,0.001351031,0.0005870162,0.001957314,0.00007163874,0.0106028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6524785,"threshold_uncertainty_score":0.9999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13703776515022,"score_gpt":0.4284007716486566,"score_spread":0.2913630064984365,"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."}}