{"id":"W2153848235","doi":"10.1177/2150135110361504","title":"Atrioventricular Septal Defects: Lessons Learned About Patterns of Practice and Outcomes From the Congenital Heart Surgery Database of the Society of Thoracic Surgeons","year":2010,"lang":"en","type":"article","venue":"World Journal for Pediatric and Congenital Heart Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Atrioventricular canal; Surgery; Atrioventricular Septal Defect; Atrioventricular block; Cardiology; Heart disease","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":[0.002019957,0.0003732131,0.001256381,0.0002482726,0.0005199176,0.00005104198,0.0001350931,0.0001346684,0.00008954237],"category_scores_gemma":[0.00262396,0.0002419313,0.002084521,0.0007218623,0.0004814133,0.0003522303,0.0002686652,0.0008063764,0.000001890641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000245523,"about_ca_system_score_gemma":0.0007080183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005285848,"about_ca_topic_score_gemma":0.0005413868,"domain_scores_codex":[0.9968128,0.0003007963,0.001208751,0.0003929915,0.0007576775,0.0005270145],"domain_scores_gemma":[0.9838832,0.01379719,0.0006249112,0.0005224299,0.0008267971,0.0003454409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005597785,0.0003055157,0.9860492,0.0004139779,0.0009928088,0.0000278879,0.0002779435,2.333213e-7,0.0006036659,0.00001753562,0.006762498,0.003988989],"study_design_scores_gemma":[0.000850587,0.00007683966,0.9849129,0.0001655921,0.00386695,0.0005690209,0.001425353,0.00003062842,0.000597191,0.0000804002,0.007102374,0.0003221901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744654,0.01816185,0.00002048349,0.003967336,0.001100019,0.0006591152,0.001576837,0.00001853134,0.00003040966],"genre_scores_gemma":[0.9952396,0.003278425,0.0002072208,0.0004189169,0.0004925471,0.00002648941,0.00003993176,0.00004776723,0.0002491295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02077416,"threshold_uncertainty_score":0.986567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03370433352307065,"score_gpt":0.3277267683862949,"score_spread":0.2940224348632242,"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."}}