{"id":"W4413745568","doi":"10.1016/j.ijcha.2025.101780","title":"Recent highlights from the International Journal of Cardiology Heart and Vasculature: cardio-oncology","year":2025,"lang":"en","type":"editorial","venue":"IJC Heart & Vasculature","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"National Institutes of Health; Deutsche Forschungsgemeinschaft; European Commission","keywords":"Medicine; Internal medicine; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001302402,0.0004819593,0.002062797,0.0002198688,0.0001324798,0.0001288554,0.0004065827,0.002100707,0.00003510654],"category_scores_gemma":[0.005574012,0.0003230434,0.001407081,0.0002205805,0.0002793012,0.00007488562,0.0003064782,0.003505428,0.00001362928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164525,"about_ca_system_score_gemma":0.002294434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001700797,"about_ca_topic_score_gemma":0.00002359303,"domain_scores_codex":[0.9961592,0.0005501054,0.0007106431,0.0006134619,0.001550401,0.000416201],"domain_scores_gemma":[0.9926144,0.003729364,0.0002552773,0.0008938567,0.00225304,0.0002540513],"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":[0.0002789682,0.00003946371,0.002435938,0.00004433457,0.003728968,0.0002802503,0.0001755831,0.00003960437,0.0001511062,0.00001919359,0.9904923,0.002314308],"study_design_scores_gemma":[0.002882114,0.0001550046,0.02084971,0.000591605,0.002573625,0.0005745812,0.00005131909,0.000002950199,0.00005552856,0.0001434134,0.9718701,0.0002500218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001399058,0.101226,0.00004743864,0.03327899,0.86178,0.0004636339,0.0004989351,0.00005213284,0.001253837],"genre_scores_gemma":[0.003070382,0.03020629,0.000929202,0.002920753,0.9614753,0.00001887721,0.001009176,0.00006682763,0.0003032458],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09969528,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008827871390078469,"score_gpt":0.2928192571697789,"score_spread":0.2839913857797004,"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."}}