{"id":"W4415395060","doi":"10.1016/j.cjca.2025.09.049","title":"Hybrid Treatment Approach for Aortic and Mitral Disease Secondary to Radiation-Induced Heart Disease","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Percutaneous; Heart disease; Calcification; Mitral valve; Aorta; Coronary heart disease; Heart valve","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001889772,0.0003814826,0.0005384748,0.0007674383,0.0007439712,0.001126427,0.0005711894,0.000899881,0.004410325],"category_scores_gemma":[0.0003991324,0.000160646,0.0009972915,0.0002977861,0.0003175027,0.000500128,0.0008411141,0.001390206,0.00122913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644465,"about_ca_system_score_gemma":0.0003444594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002619754,"about_ca_topic_score_gemma":0.0006936874,"domain_scores_codex":[0.9998502,0.00001429196,0.00001461157,0.00003859617,0.00002897297,0.00005326342],"domain_scores_gemma":[0.9998311,0.00003340102,0.00002192106,0.0000228197,0.00001257417,0.00007824364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002921332,0.002526365,0.05554482,0.001334398,0.001521746,0.170493,0.0009988926,0.004250329,0.08955403,0.008919021,0.0144859,0.6474501],"study_design_scores_gemma":[0.0008097629,0.005407586,0.08649006,0.0009179562,0.0008766424,0.8009276,0.00071336,0.01140499,0.014515,0.01295658,0.06477725,0.0002032865],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7746785,0.03917768,0.1245893,0.004690903,0.002409073,0.0003463778,0.000602666,0.001014246,0.05249118],"genre_scores_gemma":[0.9661746,0.004581466,0.0186259,0.002264758,0.001611207,0.000119537,0.0005976098,0.00008893501,0.005935977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004410325,"threshold_uncertainty_score":0.014754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305623109746539,"score_gpt":0.269125435040266,"score_spread":0.2560692039428006,"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."}}