{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08601819,0.0027562,0.01356285,0.02510356,0.002052919,0.009668828,0.006996487,0.006967903,0.006295322],"category_scores_gemma":[0.2739734,0.002831965,0.01700852,0.01803925,0.002680737,0.00682851,0.005271051,0.005878111,0.0013095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02276132,"about_ca_system_score_gemma":0.05380403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.022154,"about_ca_topic_score_gemma":0.04141158,"domain_scores_codex":[0.9198165,0.0304876,0.035569,0.00268433,0.01022928,0.001213222],"domain_scores_gemma":[0.7126128,0.1890483,0.0480453,0.003961276,0.04321581,0.003116503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000378653,0.00006069654,0.001032119,0.9021863,0.007164065,0.0001260464,0.0009864282,0.0004436646,0.0001867253,0.001431225,0.01197347,0.07403063],"study_design_scores_gemma":[0.0002700071,0.00006798814,0.000847459,0.9699257,0.009905499,0.0000492882,0.0003624497,0.0001502845,0.00006526768,0.001144868,0.01717347,0.00003773572],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001261062,0.9666657,0.001841674,0.01526523,0.002817464,0.008995036,0.001670921,0.00007159723,0.001411364],"genre_scores_gemma":[0.03053409,0.9022061,0.03008236,0.01218614,0.00143968,0.02073372,0.001950701,0.00006594658,0.0008012414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08601819,"threshold_uncertainty_score":0.4549131,"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."}}