{"id":"W2131113217","doi":"10.1017/s0265021504005058","title":"Unplanned hospital admission in children undergoing day-case surgery","year":2004,"lang":"en","type":"article","venue":"European Journal of Anaesthesiology","topic":"Nausea and vomiting management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Referral; Vomiting; Complication; Hospital admission; Nausea; Pediatrics; Emergency medicine; General surgery; Surgery; Internal medicine; Family medicine","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":[0.001518144,0.0001281311,0.0003627649,0.0003825183,0.00004849208,0.00001125454,0.0001016247,0.00003220496,0.0000252117],"category_scores_gemma":[0.0005034744,0.00009901464,0.0001423383,0.0001563577,0.00004912012,0.00007462079,0.00004309708,0.0002926847,0.00003880161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007019715,"about_ca_system_score_gemma":0.0001391085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000851557,"about_ca_topic_score_gemma":0.000002626801,"domain_scores_codex":[0.9985126,0.0004005625,0.0005676204,0.0001512556,0.0001240991,0.0002438988],"domain_scores_gemma":[0.9991731,0.0001195673,0.0003154961,0.000159377,0.00005142607,0.0001810088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004753739,0.0006418261,0.7537081,0.00004189767,0.0001729453,0.1514348,0.0004348039,0.0003259467,0.0003542688,0.0002617366,0.002308207,0.0898401],"study_design_scores_gemma":[0.003888306,0.008765577,0.9702668,0.0005975757,0.00008292981,0.01488866,0.0002301511,0.000003132242,0.0002323853,0.000208442,0.0006604596,0.0001755338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962989,0.0001914688,0.0001708124,0.002363836,0.0001648072,0.0001025957,4.293596e-7,0.00001728607,0.0006898369],"genre_scores_gemma":[0.9979124,0.0004175618,0.0007708341,0.0005618951,0.0002738348,2.100444e-7,0.000003562899,0.00002755857,0.00003213962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2165588,"threshold_uncertainty_score":0.40377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487619840599024,"score_gpt":0.2412919491693906,"score_spread":0.2264157507634003,"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."}}