{"id":"W4293217281","doi":"10.1093/ehjci/jeac106","title":"2022 ESC Guidelines on cardio-oncology developed in collaboration with the European Hematology Association (EHA), the European Society for Therapeutic Radiology and Oncology (ESTRO) and the International Cardio-Oncology Society (IC-OS)","year":2022,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":491,"is_retracted":false,"has_abstract":true,"ca_institutions":"Uken (Canada)","funders":"Cancer Research UK","keywords":"Medicine; Internal medicine; Oncology; Hematology; Gynecologic oncology; Medical physics","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":[0.004038887,0.0009120427,0.001179616,0.002853653,0.0005671773,0.002717038,0.002073125,0.003909946,0.01064123],"category_scores_gemma":[0.009624884,0.000455261,0.002137999,0.001768536,0.0007832499,0.0008267963,0.001565699,0.002917949,0.00900379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762292,"about_ca_system_score_gemma":0.007193018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087067,"about_ca_topic_score_gemma":0.01562293,"domain_scores_codex":[0.996888,0.0009732857,0.0006883946,0.0001652779,0.001063409,0.0002216565],"domain_scores_gemma":[0.9935768,0.001118141,0.0007680504,0.0002363423,0.003943833,0.0003567703],"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":[0.0001139852,0.00009815887,0.001564667,0.002656416,0.000153442,0.0003924663,0.0001191899,0.001079205,0.0009413869,0.00899906,0.7755727,0.2083094],"study_design_scores_gemma":[0.00005947709,0.0000339254,0.002699645,0.003787727,0.0001004877,0.0004790771,0.00005006807,0.0002437875,0.000373747,0.003383607,0.9887674,0.00002094401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.007317364,0.3584476,0.05929839,0.1361936,0.04609649,0.003789742,0.05085083,0.003152381,0.3348537],"genre_scores_gemma":[0.06190507,0.3057509,0.1539795,0.1063392,0.0225168,0.006985269,0.1237467,0.002249932,0.2165267],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01087067,"threshold_uncertainty_score":0.0355984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03505976306492064,"score_gpt":0.3079531039464364,"score_spread":0.2728933408815157,"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."}}