{"id":"W2055811066","doi":"10.1016/j.ejcts.2007.11.017","title":"Improved results with single-stage total correction of Taussig–Bing anomaly☆","year":2007,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation","funders":"","keywords":"Single stage; Anomaly (physics); Stage (stratigraphy); Cardiology; Medicine; Geology; Physics; Engineering","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":[0.006110336,0.0002368045,0.0008214906,0.0004937854,0.00009237609,0.00002322839,0.00006789664,0.00003396352,0.00001797195],"category_scores_gemma":[0.001235379,0.0001828232,0.00055687,0.0004831641,0.0001554418,0.0002116216,0.00005269238,0.0003691076,0.000008444045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409282,"about_ca_system_score_gemma":0.0002029288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000701889,"about_ca_topic_score_gemma":0.000004898467,"domain_scores_codex":[0.9970359,0.0005179737,0.001201342,0.0002289764,0.0006190212,0.0003968119],"domain_scores_gemma":[0.9971886,0.0006395859,0.0007063232,0.0003188974,0.0007973136,0.0003492696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02841697,0.0004368974,0.06133931,0.0003485568,0.0015272,0.01526369,0.001209098,0.0001022895,0.04710721,4.928128e-7,0.003069778,0.8411785],"study_design_scores_gemma":[0.004472818,0.004971025,0.8412358,0.004007477,0.00214547,0.01272544,0.006667737,0.0002850404,0.09835029,0.000001250855,0.02408573,0.001051907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972187,0.001681366,0.00157734,0.00007886128,0.00143608,0.0001542329,0.00001522865,0.00004031261,0.02282962],"genre_scores_gemma":[0.9969698,0.00004698889,0.0005397749,0.00004103387,0.000922591,4.09529e-7,0.000005008531,0.00006422225,0.001410176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8401266,"threshold_uncertainty_score":0.7455313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03033762260846564,"score_gpt":0.2765844108387658,"score_spread":0.2462467882303002,"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."}}