{"id":"W3162312837","doi":"10.1016/j.jacc.2021.03.304","title":"Impact of Major Residual Lesions on Outcomes After Surgery for Congenital Heart Disease","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Heart disease; Affect (linguistics); Disease; Cardiology; Cardiac surgery; Surgery; 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":[0.002295759,0.0003583442,0.0007338155,0.001041651,0.0006930808,0.001553333,0.0009363604,0.0009544802,0.003197815],"category_scores_gemma":[0.01325891,0.0001629386,0.002296475,0.0009142399,0.0008547275,0.001067111,0.001218091,0.002168948,0.0002477934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022396,"about_ca_system_score_gemma":0.001509725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056197,"about_ca_topic_score_gemma":0.0177075,"domain_scores_codex":[0.997722,0.00050078,0.000275171,0.0003284665,0.0003460194,0.0008275219],"domain_scores_gemma":[0.9876894,0.004074894,0.003473178,0.0008672874,0.0008354194,0.003059933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001253372,0.0002494843,0.9885755,0.00008877672,0.000589816,0.0001776795,0.0001189957,0.0001609352,0.0001177827,0.0001913826,0.0004839624,0.007992241],"study_design_scores_gemma":[0.00002580466,0.000489646,0.9982614,0.00004349118,0.0002131822,0.000149052,0.0003171227,0.0001066756,0.00004528639,0.00008943168,0.0002483548,0.0000105171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941782,0.002454382,0.00006195668,0.0005512071,0.00008321495,0.000009032436,0.0006970696,0.000005120033,0.001959841],"genre_scores_gemma":[0.998611,0.0003018743,0.00003042212,0.00009285902,0.00008243848,0.000004153884,0.0006296745,0.000002925774,0.0002446535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01056197,"threshold_uncertainty_score":0.02100098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278614336501571,"score_gpt":0.3240958574848464,"score_spread":0.3013097141198307,"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."}}