{"id":"W4200367947","doi":"10.1111/acem.14427","title":"Repeat computed tomography in recurrent abdominal pain: An evidence synthesis for guidelines for reasonable and appropriate care in the emergency department","year":2021,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Emergency department; Abdominal pain; Intensive care unit; Computed tomography; Radiology; Emergency medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006568979,0.0008020403,0.002887413,0.00062547,0.0001475943,0.000003288346,0.0006300567,0.000530333,0.0002121077],"category_scores_gemma":[0.006749109,0.0005167178,0.0005744337,0.001190621,0.00009963108,0.0001328502,0.0001543703,0.0007957357,0.000001467694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169542,"about_ca_system_score_gemma":0.0002043294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001954762,"about_ca_topic_score_gemma":0.0003011142,"domain_scores_codex":[0.9929232,0.0008058083,0.003419359,0.001369087,0.0007111401,0.0007713843],"domain_scores_gemma":[0.9962097,0.001235179,0.0009004833,0.0008379156,0.0005640052,0.0002527137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000135171,0.0001770769,0.001657005,0.03793215,0.0002211041,0.00003388987,0.0009118808,0.000001188796,0.000001141139,0.0002804559,0.09126271,0.8673862],"study_design_scores_gemma":[0.0009979308,0.001279734,0.0005209528,0.08545651,0.003393356,0.0000325908,0.002654487,0.0002542298,0.000001279173,0.0001971814,0.9046944,0.0005173355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002971269,0.9847569,0.0009194953,0.003334478,0.001265842,0.009245927,0.00008443993,0.00003918181,0.00005665075],"genre_scores_gemma":[0.0001519039,0.9850348,0.001806569,0.0004373323,0.001484881,0.009932452,0.0009902554,0.00009192256,0.00006994822],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8668689,"threshold_uncertainty_score":0.9997284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.203945166824077,"score_gpt":0.4604933334968693,"score_spread":0.2565481666727923,"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."}}