{"id":"W4406615943","doi":"10.1016/j.clnesp.2024.10.113","title":"An enhanced recovery after surgery pathway improves outcomes in pediatric patients undergoing minimally invasive pectus repair","year":2025,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; Shriners Hospitals for Children - Canada","funders":"","keywords":"Medicine; Surgery; Pectus excavatum; Invasive 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":[],"consensus_categories":[],"category_scores_codex":[0.000412774,0.0002437066,0.0008269605,0.0003749988,0.00005580896,0.00003758286,0.00009102853,0.0002556143,0.00006661375],"category_scores_gemma":[0.002675543,0.0002056494,0.0006063375,0.0003556261,0.00006068527,0.0002768034,0.00006626177,0.0002720248,0.00006092553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509874,"about_ca_system_score_gemma":0.0004208496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002174927,"about_ca_topic_score_gemma":0.000638335,"domain_scores_codex":[0.9974299,0.0001925494,0.001167771,0.0006248723,0.0002371962,0.0003477172],"domain_scores_gemma":[0.9957086,0.003264327,0.0001992196,0.0004595029,0.0001693713,0.0001990154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001364134,0.008949922,0.9790798,0.0003466172,0.0001061623,0.00009671447,0.00003118723,3.506839e-7,0.00006427721,0.00000975545,0.0008309711,0.009120089],"study_design_scores_gemma":[0.006286125,0.00172679,0.9889829,0.0005544482,0.0001577423,0.000001213395,0.00006169287,0.000005926946,0.001139977,0.0007377327,0.0001488529,0.0001965532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962749,0.0004336595,0.000007587521,0.0008948745,0.0005469528,0.001001727,0.00003286347,0.000119531,0.0006878272],"genre_scores_gemma":[0.9934403,0.002882837,0.0005549834,0.002150488,0.000205384,0.0004084228,0.0001522343,0.00002153667,0.0001837869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009903126,"threshold_uncertainty_score":0.8386139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182670596599159,"score_gpt":0.3243628545536987,"score_spread":0.3025361485877071,"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."}}