{"id":"W4412131044","doi":"10.1093/ejcts/ezaf230","title":"The European Association for Cardio-Thoracic Surgery—Core Curriculum for the Cardiac/Cardiovascular Surgeon","year":2025,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac surgery; Cardiothoracic surgery; Core curriculum; General surgery; Curriculum; Internal medicine; Cardiology; Surgery; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08468759,0.0005154626,0.001996212,0.0004720116,0.001130751,0.000322177,0.0004244997,0.0001193453,0.00001213115],"category_scores_gemma":[0.01244958,0.0003240601,0.008323902,0.001068918,0.0001561527,0.0002358125,0.0001071806,0.0007696711,0.00003034613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004287711,"about_ca_system_score_gemma":0.0004937805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006799195,"about_ca_topic_score_gemma":0.000001053195,"domain_scores_codex":[0.9883822,0.006543273,0.002037947,0.0005267202,0.001437822,0.001072086],"domain_scores_gemma":[0.9767515,0.01851511,0.001198095,0.0009996374,0.00215185,0.0003838226],"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":[0.000976949,0.00007449362,0.08676988,0.0002291494,0.008499642,0.0003454385,0.0001388571,0.001710961,0.00002371887,0.00008789507,0.03781633,0.8633267],"study_design_scores_gemma":[0.0007792516,0.00006173325,0.07838046,0.0005707737,0.003145997,0.0001257148,0.0005302907,0.0002475891,0.0001719998,0.0000634676,0.9155577,0.0003650352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.549099,0.172321,0.08953168,0.01348403,0.04787306,0.007440061,0.000332707,0.000828705,0.1190898],"genre_scores_gemma":[0.9903192,0.002970783,0.0002174375,0.0003834828,0.004078296,0.00004114944,0.00005711189,0.0001702963,0.001762275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8777413,"threshold_uncertainty_score":0.9999211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04425397476029708,"score_gpt":0.3121961508217071,"score_spread":0.26794217606141,"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."}}