{"id":"W3158637803","doi":"10.1016/j.jtcvs.2021.04.072","title":"The American Association for Thoracic Surgery Congenital Cardiac Surgery Working Group 2021 consensus document on a comprehensive perioperative approach to enhanced recovery after pediatric cardiac surgery","year":2021,"lang":"en","type":"review","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"American Association for Thoracic Surgery","keywords":"Perioperative; Medicine; Cardiac surgery; Cardiothoracic surgery; Surgery","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","metaepi_broad"],"consensus_categories":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.01874608,0.001447155,0.02054553,0.001503311,0.0005362662,0.0006211257,0.0002033752,0.0006822876,0.00001073544],"category_scores_gemma":[0.00558359,0.001026206,0.04114228,0.002058095,0.0002500386,0.0001946788,0.0001539296,0.001414172,0.00001636135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100619,"about_ca_system_score_gemma":0.002423326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002937476,"about_ca_topic_score_gemma":0.000001341294,"domain_scores_codex":[0.9833166,0.007859115,0.003462131,0.001316151,0.002654967,0.001391055],"domain_scores_gemma":[0.9264627,0.06745248,0.002607754,0.001161953,0.001486902,0.0008282375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002095499,0.0001566527,0.008039881,0.004740929,0.03035749,0.001452175,0.000114328,0.0000146516,8.35677e-7,0.000005037366,0.010563,0.9424595],"study_design_scores_gemma":[0.00009505305,0.00011609,0.003232014,0.006413947,0.02354785,0.001001234,0.0008555109,6.892918e-7,0.00001299472,0.000002149887,0.9634079,0.001314581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02828139,0.9639935,0.0002044685,0.0002028286,0.004836354,0.002035755,0.0001620711,0.00003669839,0.0002468986],"genre_scores_gemma":[0.006941531,0.9857235,0.0002476272,0.0002350524,0.005023512,0.0007692372,0.0002766615,0.0002428149,0.0005400964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9528449,"threshold_uncertainty_score":0.9998278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669356784694674,"score_gpt":0.3170398372981998,"score_spread":0.2803462694512531,"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."}}