{"id":"W2762300047","doi":"10.1093/pch/pxx086.024","title":"EVALUATION OF BEDSIDE SONOGRAPHY PERFORMED BY EMERGENCY PHYSICIANS TO DETECT ACUTE APPENDICITIS IN CHILDREN IN THE EMERGENCY DEPARTMENT","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Infant Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Emergency department; Appendicitis; Pediatric emergency medicine; Prospective cohort study; Population; Point of care ultrasound; Appendix; Abdominal pain; Emergency medicine; General surgery; Emergency physician; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009884588,0.0003100088,0.0005798936,0.0005652714,0.002158552,0.000009698867,0.0007624747,0.0001939188,0.0002159468],"category_scores_gemma":[0.0004342977,0.0002576617,0.0001338406,0.0008681849,0.00003020737,0.000182067,0.0001641422,0.0009449338,0.0000922301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005747363,"about_ca_system_score_gemma":0.001278915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004758077,"about_ca_topic_score_gemma":0.009615478,"domain_scores_codex":[0.9932556,0.001437134,0.001893137,0.0005368075,0.001461578,0.001415815],"domain_scores_gemma":[0.9971233,0.0001063386,0.001289023,0.0008986286,0.000287931,0.0002948031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000549573,0.0001692256,0.9089735,0.0001644031,0.00003726967,7.641637e-7,0.009702826,0.00001860398,0.000002946852,0.0001037739,0.03267533,0.04809643],"study_design_scores_gemma":[0.001699318,0.000230365,0.9940074,0.000122628,0.00006330263,0.000001354482,0.0006572829,0.00008542537,0.000008619892,0.0009390707,0.001944277,0.0002409663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726015,0.003429677,0.000136081,0.01157436,0.001340745,0.006715547,0.0003228667,0.00002995042,0.003849217],"genre_scores_gemma":[0.9799544,0.01455745,0.0004458072,0.003226303,0.0004592794,0.00104911,0.0002512171,0.00003558621,0.00002089861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08503391,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070245443688657,"score_gpt":0.3935579973759594,"score_spread":0.3628555429390729,"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."}}