{"id":"W2301401396","doi":"10.1097/sla.0000000000001291","title":"Design of Studies for Antibiotic Treatment of Acute Appendicitis in Children","year":2015,"lang":"en","type":"letter","venue":"Annals of Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Acute appendicitis; Appendicitis; General 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1097375,0.001424053,0.003780498,0.002202819,0.001796002,0.002712789,0.001265022,0.003454121,0.01200146],"category_scores_gemma":[0.2213308,0.0008642837,0.004827016,0.002926327,0.001462935,0.00193918,0.001867948,0.001685039,0.002154481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003416928,"about_ca_system_score_gemma":0.004749462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008119885,"about_ca_topic_score_gemma":0.001972898,"domain_scores_codex":[0.7780117,0.1891324,0.02108763,0.004607439,0.004985026,0.002175817],"domain_scores_gemma":[0.7900082,0.1390032,0.03541707,0.01280537,0.01825381,0.004512207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4692625,0.005364307,0.185895,0.05530791,0.05303387,0.001073629,0.002211468,0.0008828556,0.003068432,0.01289518,0.01969485,0.1913099],"study_design_scores_gemma":[0.2203379,0.2371046,0.2199193,0.03123468,0.07305343,0.001662541,0.002726987,0.002429594,0.005746081,0.01999795,0.1852724,0.0005145635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"commentary","genre_scores_codex":[0.2933564,0.2632971,0.03397611,0.02175977,0.02153873,0.3003651,0.0129429,0.0003623314,0.05240152],"genre_scores_gemma":[0.589991,0.02328498,0.04246058,0.0130643,0.003780345,0.3202925,0.002386224,0.0001079634,0.00463201],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1097375,"threshold_uncertainty_score":0.5803543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3828123158255977,"score_gpt":0.4035651192261597,"score_spread":0.02075280340056207,"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."}}