{"id":"W2563959272","doi":"10.1111/anae.13780","title":"Evaluation of the accuracy of common weight estimation formulae in a Zambian paediatric surgical population","year":2016,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"European Resuscitation Council; World Health Organization","keywords":"Medicine; Weight estimation; Malnutrition; Pediatrics; Severe Acute Malnutrition; Estimation; Body weight; Population; Obesity; Statistics; Environmental health; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006909525,0.0004352564,0.0005011936,0.001563605,0.000485603,0.0008957496,0.0006594455,0.0003696897,0.0005527576],"category_scores_gemma":[0.03172781,0.0002360125,0.0004369027,0.001571269,0.000543254,0.0005938341,0.0009292007,0.0005465577,0.0001233052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138796,"about_ca_system_score_gemma":0.0009096568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04019652,"about_ca_topic_score_gemma":0.04727035,"domain_scores_codex":[0.9973876,0.0011063,0.0003510472,0.0002811172,0.0006785481,0.0001952998],"domain_scores_gemma":[0.9916692,0.003811161,0.002334506,0.0005372151,0.001508325,0.0001395585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000265747,0.00003804253,0.9810452,0.00005802541,0.00007580697,0.00006807773,0.001209165,0.0005197772,0.0003664991,0.00009327904,0.000153465,0.016107],"study_design_scores_gemma":[0.00002074342,0.0005497035,0.9893718,0.0001129538,0.00009498791,0.0002965759,0.001782397,0.006337158,0.0006862752,0.00007530461,0.0006553541,0.0000167028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984176,0.0003996363,0.000495329,0.00009055201,0.00000834417,0.00002594942,0.0001659735,0.0000110919,0.0003855405],"genre_scores_gemma":[0.9977806,0.0002969516,0.001613824,0.00002052433,0.00000397558,0.00002304538,0.0001818561,0.00000342379,0.00007571287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04019652,"threshold_uncertainty_score":0.07992506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246051395581246,"score_gpt":0.3018145552919239,"score_spread":0.2793540413361115,"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."}}