{"id":"W2581147184","doi":"10.1016/j.jpedsurg.2017.01.050","title":"Cost analysis of nonoperative management of acute appendicitis in children","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Vomiting; Acute appendicitis; Nausea; Appendicitis; Surgery; Abscess","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":[0.00101862,0.0001407354,0.001132295,0.001623554,0.00005124154,0.00001940383,0.0002256007,0.00005704518,0.0002625081],"category_scores_gemma":[0.00007181048,0.0001157393,0.0005845705,0.0005943195,0.00006827138,0.0001823666,0.0001151056,0.0001571821,0.000003774599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007135227,"about_ca_system_score_gemma":0.00007523312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001231788,"about_ca_topic_score_gemma":0.000009415614,"domain_scores_codex":[0.9979649,0.00004876607,0.001089212,0.0001539469,0.00053801,0.0002052325],"domain_scores_gemma":[0.9973637,0.0001461363,0.001821323,0.0003845382,0.0001722321,0.0001121071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001295425,0.0004325563,0.9773808,0.00007522862,0.006355972,0.000479999,0.00008236661,0.00005862271,0.00001225268,0.00007613746,0.006969047,0.007947447],"study_design_scores_gemma":[0.001132074,0.0001150848,0.9878298,0.0001264987,0.0102324,0.00001649599,0.0001387984,0.00002813889,0.0001761948,0.00001267993,0.0001012331,0.000090619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969475,0.000707617,0.000252978,0.0002694367,0.0002225646,0.0002888022,0.00003828848,0.000002683776,0.001270149],"genre_scores_gemma":[0.9838331,0.01520315,0.0004574093,0.00005893468,0.0003322048,0.000006352003,0.00001814607,0.00001198532,0.00007874277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01449553,"threshold_uncertainty_score":0.4719711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135840849247117,"score_gpt":0.3187753865757194,"score_spread":0.2874169780832482,"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."}}