{"id":"W2066857998","doi":"10.1016/j.athoracsur.2010.11.005","title":"Improved Outcomes Associated With Intraoperative Steroid Use in High-Risk Pediatric Cardiac Surgery","year":2011,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cardiac surgery; Surgery; Steroid use","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":[0.00463681,0.0003775502,0.001720774,0.000582321,0.00008561325,0.00002579572,0.0001354694,0.0001847252,0.00008415365],"category_scores_gemma":[0.001646344,0.000237597,0.0008026804,0.0009274245,0.0001856656,0.0003982386,0.00008337713,0.000442626,0.000007057373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003978649,"about_ca_system_score_gemma":0.0002966859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002311554,"about_ca_topic_score_gemma":0.000112795,"domain_scores_codex":[0.9965486,0.001181478,0.0008475154,0.0003937547,0.0004544379,0.0005742426],"domain_scores_gemma":[0.9929787,0.005073147,0.000589072,0.0007849647,0.0004177542,0.0001563768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001479212,0.0003197737,0.9696077,0.00004481357,0.0004887044,0.00009114076,0.0003725315,6.661289e-7,0.00006051804,0.000008449788,0.004113651,0.02341281],"study_design_scores_gemma":[0.00006940389,0.0001251462,0.9857327,0.0001659841,0.0003122234,0.000008067868,0.0001989966,0.000007350906,0.01289929,0.0000894119,0.00009372349,0.0002976696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973093,0.000856115,0.00002477451,0.0004391398,0.0003384839,0.0005369916,0.0001361087,0.0001657155,0.0001933422],"genre_scores_gemma":[0.9961969,0.002634716,0.00007369034,0.0004969629,0.0001045349,0.00009673617,0.00007998702,0.00006259511,0.0002538495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02311514,"threshold_uncertainty_score":0.9688926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0886307213080616,"score_gpt":0.3200561665108766,"score_spread":0.231425445202815,"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."}}