{"id":"W2537128436","doi":"10.1097/pec.0000000000000877","title":"The Use of Routine Blood Cultures in Pediatric Appendicitis","year":2016,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Appendicitis; Blood culture; Emergency department; Medical record; Retrospective cohort study; Triage; Pediatrics; False positive paradox; General surgery; Surgery; Emergency 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":[0.0001679896,0.0002177189,0.0003268931,0.0002402707,0.0001008044,0.000009421218,0.0002094931,0.0000964178,0.0005070026],"category_scores_gemma":[0.0003752493,0.0001192167,0.0001925463,0.0006687764,0.00003769394,0.0001190149,0.0001368996,0.0001288174,0.00005764086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005423509,"about_ca_system_score_gemma":0.00006201943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002737106,"about_ca_topic_score_gemma":0.0002634223,"domain_scores_codex":[0.9979611,0.00006356536,0.0006959922,0.0003563658,0.0004841605,0.0004388068],"domain_scores_gemma":[0.9988355,0.0001539906,0.0002424364,0.0004522312,0.0001862686,0.0001295755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003085314,0.0001523207,0.9525809,0.0002193345,0.00003145526,0.00004803326,0.0003315854,0.000003647583,0.00003862327,0.0005876769,0.04058237,0.005393177],"study_design_scores_gemma":[0.002130311,0.000324089,0.9684432,0.00003743721,0.0008262067,0.000007983055,0.0004252168,0.000003031996,0.0001738238,0.00008627779,0.02728665,0.0002557361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973269,0.02208813,0.00006542526,0.001149513,0.0007180097,0.0007601641,0.00006370589,0.00005651471,0.00182954],"genre_scores_gemma":[0.8658836,0.1321362,0.0001376178,0.00005981122,0.00079829,0.00007948528,0.00002127981,0.00002789343,0.0008557905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100481,"threshold_uncertainty_score":0.5551323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239807672546963,"score_gpt":0.277951232469931,"score_spread":0.2539704652152347,"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."}}