{"id":"W4389452999","doi":"10.1002/ejhf.3102","title":"European Society of Cardiology Core Curriculum for Cardio-Oncology","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Horizon 2020 Framework Programme; Engineering and Physical Sciences Research Council; Ministero della Salute","keywords":"Medicine; Internal medicine; Certification; Oncology; Curriculum; Clinical Oncology; Harmonization; Core curriculum; Standardization; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.002517333,0.0001529534,0.000699536,0.0001260943,0.00008172191,0.000008454454,0.0001398526,0.00006615036,0.00001361369],"category_scores_gemma":[0.0001421962,0.0001273554,0.0009683114,0.0002762216,0.0001249517,0.00006513876,0.00004638604,0.0004053181,0.00004639848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006888264,"about_ca_system_score_gemma":0.0001399988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.671115e-7,"about_ca_topic_score_gemma":3.156598e-7,"domain_scores_codex":[0.9982384,0.0004787374,0.0005896428,0.0001753672,0.0002490167,0.0002688175],"domain_scores_gemma":[0.9987354,0.0001112533,0.0003110181,0.0002291464,0.0004498854,0.0001632788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001404719,0.00003465903,0.003272563,0.0001429984,0.0004807526,0.0002191773,0.0007026491,0.0001972299,0.4310929,0.00003412696,0.5581996,0.005482899],"study_design_scores_gemma":[0.003818529,0.002043792,0.01201023,0.0002033168,0.0002206324,0.002235384,0.001709199,0.00005817346,0.01771381,0.00003164583,0.9598126,0.0001426271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759797,0.0003418089,0.003287318,0.01426579,0.0007459692,0.0004711961,0.0000314382,0.00007982746,0.004796907],"genre_scores_gemma":[0.9863118,0.0001812876,0.01022394,0.0006661543,0.002310549,0.000001506111,0.00002796976,0.00006430583,0.0002124638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4133791,"threshold_uncertainty_score":0.5193403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396532997894854,"score_gpt":0.3068837439280269,"score_spread":0.2672304441385415,"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."}}