{"id":"W4412011743","doi":"10.1016/j.jaccas.2025.103797","title":"Surgical Ventricular Septal Defect Repair","year":2025,"lang":"en","type":"article","venue":"JACC Case Reports","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cardiology; Internal medicine","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":[0.0002870949,0.0004762219,0.0005075979,0.0007754538,0.0007239018,0.0004899783,0.0005092152,0.0004758665,0.004023737],"category_scores_gemma":[0.0008187516,0.00008273556,0.0006155907,0.0002871381,0.0005754613,0.0003744853,0.0006781439,0.0009835089,0.001183333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275387,"about_ca_system_score_gemma":0.0006335214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002631219,"about_ca_topic_score_gemma":0.0003746001,"domain_scores_codex":[0.9997169,0.00002465389,0.00006014852,0.00005509641,0.000088187,0.00005489888],"domain_scores_gemma":[0.9995416,0.000101249,0.00007248451,0.00005072787,0.00004190879,0.0001920422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0007960606,0.0004303674,0.09260265,0.00130678,0.0004122636,0.4881549,0.0006415906,0.001155527,0.03286735,0.006621107,0.02090218,0.3541091],"study_design_scores_gemma":[0.0001166815,0.000952562,0.04773194,0.0003342991,0.00006655972,0.8929232,0.0003713568,0.0005749762,0.00317966,0.002924255,0.05077279,0.00005172033],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7813824,0.05950835,0.02865388,0.008791049,0.00692232,0.0004207147,0.001789582,0.001005537,0.1115261],"genre_scores_gemma":[0.975301,0.00881556,0.004302269,0.002023791,0.00243028,0.00008266101,0.001326139,0.00009047153,0.005627765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004023737,"threshold_uncertainty_score":0.0134607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100448500785649,"score_gpt":0.2995911467434394,"score_spread":0.2895462966648745,"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."}}