{"id":"W4293217929","doi":"10.1093/eurheartj/ehac244","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","topic":"Chemotherapy-induced cardiotoxicity and mitigation","field":"Medicine","cited_by":2751,"is_retracted":false,"has_abstract":true,"ca_institutions":"Uken (Canada)","funders":"Cancer Research UK; Barts Charity","keywords":"Medicine; Internal medicine; Oncology; Hematology","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":[0.003130117,0.00081486,0.001143969,0.002341774,0.0005208096,0.002404793,0.001751085,0.003784199,0.009693616],"category_scores_gemma":[0.00732902,0.0003661978,0.002006869,0.001619652,0.0006654261,0.000720961,0.001405239,0.002804384,0.007938801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542554,"about_ca_system_score_gemma":0.00585549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017484,"about_ca_topic_score_gemma":0.01709129,"domain_scores_codex":[0.9978414,0.0006545703,0.0004805353,0.0001176341,0.0007303158,0.0001755381],"domain_scores_gemma":[0.9949085,0.0009079661,0.0006090949,0.0001800461,0.003025565,0.0003687277],"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":[0.0001052716,0.00008922786,0.001439115,0.002084185,0.0001330247,0.0002958529,0.00008416153,0.000990855,0.0008287961,0.008328337,0.7973629,0.1882583],"study_design_scores_gemma":[0.00005418187,0.00003263666,0.002476834,0.003202577,0.00008296869,0.0003776192,0.00003546989,0.0002021782,0.0002763129,0.003199911,0.9900429,0.0000163701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006930584,0.3428111,0.04476994,0.1448696,0.04775493,0.002788482,0.04486907,0.002461564,0.3627448],"genre_scores_gemma":[0.0564569,0.3296988,0.1132949,0.1265599,0.0293566,0.005299745,0.1089335,0.001902826,0.2284968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01017484,"threshold_uncertainty_score":0.03242838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04782610562296921,"score_gpt":0.330302148921607,"score_spread":0.2824760432986377,"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."}}