{"id":"W2079383159","doi":"10.1053/j.pcsu.2005.01.016","title":"An apology for primary repair of tetralogy of Fallot","year":2005,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery Pediatric Cardiac Surgery Annual","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Tetralogy of Fallot; Medicine; Surgery; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00427441,0.0003598373,0.002900312,0.0009153663,0.000071424,0.000005803639,0.00007410397,0.0002866646,0.0000141649],"category_scores_gemma":[0.0006587756,0.0003699666,0.003705561,0.0008013438,0.0003430107,0.0002464061,0.00009138417,0.000211364,0.000001933302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006535822,"about_ca_system_score_gemma":0.0004827959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004992132,"about_ca_topic_score_gemma":0.000004430665,"domain_scores_codex":[0.9964946,0.0005314877,0.001098205,0.0006929347,0.0005739983,0.0006087531],"domain_scores_gemma":[0.9957856,0.002605999,0.0001297921,0.000813388,0.0004061599,0.000259092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007120718,0.0002532764,0.6995519,0.00124195,0.001034704,0.00007559231,0.0002743907,0.00001546129,0.0000378628,0.000006353197,0.0031532,0.2936432],"study_design_scores_gemma":[0.0006270836,0.0003584971,0.9614264,0.0002663191,0.005182167,0.0003047208,0.00295948,0.00004917314,0.0008861566,0.00006365139,0.02692639,0.0009499029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8629748,0.1350008,0.00005329888,0.00002904962,0.0005292147,0.0005880293,0.0004704098,0.0000737423,0.0002806582],"genre_scores_gemma":[0.9762161,0.02187164,0.0005663259,0.00005871671,0.0009169027,0.0001322335,0.0001082285,0.00005735305,0.00007246067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2926933,"threshold_uncertainty_score":0.9998752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327866780007309,"score_gpt":0.2764848761250091,"score_spread":0.263206208324936,"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."}}