{"id":"W4407792232","doi":"10.1016/j.athoracsur.2025.01.034","title":"The Association Between Residual Lesion Score and Long-term Outcomes of Congenital Cardiac Operations","year":2025,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Ted Rogers Centre for Heart Research; University Health Network; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Term (time); Residual; Association (psychology); Cardiology; Internal medicine; Lesion; Surgery; Algorithm","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":[0.001395264,0.0002525537,0.0003779246,0.001216272,0.0005026902,0.001113466,0.0006353799,0.0007894058,0.002926474],"category_scores_gemma":[0.007172812,0.0001702157,0.0009263346,0.0009000551,0.0005926905,0.0007737347,0.000706166,0.001283494,0.0003130704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004220208,"about_ca_system_score_gemma":0.0006391573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004428801,"about_ca_topic_score_gemma":0.005324555,"domain_scores_codex":[0.9990103,0.0001995669,0.0001932645,0.0001421404,0.0001647708,0.0002897955],"domain_scores_gemma":[0.9920834,0.002002977,0.002983166,0.0005236476,0.0007113733,0.001695418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001582628,0.00004554407,0.9984599,0.00001002182,0.00009855971,0.00004906037,0.00003634804,0.00003335967,0.00006715723,0.00002744584,0.00005994156,0.0009543306],"study_design_scores_gemma":[0.000003839407,0.0001768874,0.9992138,0.000008403472,0.0000487714,0.0001456246,0.0001527709,0.00008552524,0.00002878056,0.00002576861,0.0001055849,0.000004241017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982232,0.0006663412,0.00003810101,0.00007854025,0.00001768753,0.000001883177,0.0002218364,0.000002143219,0.0007502583],"genre_scores_gemma":[0.9993545,0.0001173274,0.00001586471,0.00001693153,0.00002810892,0.000001715155,0.0002935944,0.000001218806,0.0001706567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004428801,"threshold_uncertainty_score":0.009790003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273683423334781,"score_gpt":0.4166945890811334,"score_spread":0.2893262467476553,"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."}}