{"id":"W4416194118","doi":"10.1001/jamaoncol.2025.4543","title":"Immune Checkpoint Inhibitor–Associated Cardiovascular Toxic Effects","year":2025,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; Toronto General Hospital; Population Health Research Institute","funders":"","keywords":"Myocarditis; Pericarditis; Cardiotoxicity; Disease; Cancer; Acute pericarditis; Heart disease","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":[0.0007288782,0.0002788651,0.0004505558,0.0002081566,0.0002862113,0.0005769468,0.000230316,0.000588247,0.004738653],"category_scores_gemma":[0.003132752,0.0000710595,0.0006129473,0.0002268867,0.0002891898,0.0004080313,0.0003597797,0.001678739,0.0006854348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004553279,"about_ca_system_score_gemma":0.0004606898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003852922,"about_ca_topic_score_gemma":0.000677261,"domain_scores_codex":[0.999177,0.0002247756,0.0001128786,0.00009240479,0.0002709964,0.0001218433],"domain_scores_gemma":[0.9979045,0.0006827742,0.0007835895,0.00009200704,0.0003298439,0.0002072565],"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":[0.002983338,0.0004625431,0.1788103,0.004001628,0.001295695,0.02162213,0.0002867045,0.001796705,0.01374897,0.004738791,0.06028473,0.7099685],"study_design_scores_gemma":[0.001363888,0.004240718,0.3404259,0.005215749,0.002545245,0.1999942,0.0005561498,0.005230004,0.01554485,0.01339949,0.4113277,0.0001561346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3225857,0.5240242,0.01236851,0.04313272,0.003630359,0.0008387984,0.001880168,0.0006763618,0.0908632],"genre_scores_gemma":[0.9101248,0.06295728,0.002436168,0.01312844,0.004407575,0.0001278778,0.0009519137,0.00004796623,0.005818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004738653,"threshold_uncertainty_score":0.01585239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008894360964312868,"score_gpt":0.2788533286064106,"score_spread":0.2699589676420978,"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."}}