{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355225,0.0001494839,0.000334718,0.0001305226,0.0001249516,0.00001195479,0.00001070688,0.00007425284,0.0002110349],"category_scores_gemma":[0.0003319533,0.0001271369,0.001075838,0.0003634045,0.00005781804,0.00003938279,0.0001074161,0.0001399273,0.00003216872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099698,"about_ca_system_score_gemma":0.0001970252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000932493,"about_ca_topic_score_gemma":0.00003496539,"domain_scores_codex":[0.9987078,0.00003450788,0.0003826078,0.0003852002,0.0002366742,0.0002532093],"domain_scores_gemma":[0.9990845,0.00008601009,0.00004860551,0.0004810047,0.0001290371,0.0001708895],"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":[0.00006716652,0.00015669,0.0674913,0.0001548783,0.0004843141,0.916375,0.0000223188,3.08454e-7,0.0000107047,0.00005327897,0.0113104,0.003873608],"study_design_scores_gemma":[0.0008030643,0.00009965766,0.02233065,0.0001608815,0.001263439,0.7298856,0.0001144379,0.00009481674,0.0001825903,0.0001153945,0.244765,0.0001844903],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542425,0.007497569,0.000007035869,0.0002381214,0.0003990618,0.0004519265,0.00000419043,0.0003098473,0.03684976],"genre_scores_gemma":[0.9899276,0.00002140224,0.00008606596,0.0001340512,0.0001536856,0.00004598008,0.00001151875,0.00001320345,0.009606442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2334546,"threshold_uncertainty_score":0.5184493,"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."}}