{"id":"W4280527403","doi":"10.1111/acem.14495","title":"Guidelines for Reasonable and Appropriate Care in the Emergency Department 2 (<scp>GRACE‐2</scp>): Low‐risk, recurrent abdominal pain in the emergency department","year":2022,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Society for Academic Emergency Medicine","keywords":"Emergency department; Medicine; Guideline; Abdominal pain; Abdomen; Emergency medicine; Pelvis; Surgery; Psychiatry; Pathology","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":[0.01432268,0.001053097,0.001596224,0.002290749,0.001111376,0.003231022,0.003008488,0.00714169,0.01461644],"category_scores_gemma":[0.06241358,0.0007280348,0.003663769,0.001515063,0.0007579463,0.001992495,0.002952043,0.007573226,0.01023759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003705247,"about_ca_system_score_gemma":0.0170207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01339824,"about_ca_topic_score_gemma":0.03273182,"domain_scores_codex":[0.9855717,0.007013252,0.003203294,0.0004164426,0.002983869,0.0008114017],"domain_scores_gemma":[0.9481417,0.01375275,0.008044962,0.001082892,0.02536714,0.003610468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006473064,0.0001029589,0.001020493,0.002453096,0.00008315638,0.0001348059,0.0001476608,0.0001839834,0.0001091615,0.001244783,0.9431791,0.05127609],"study_design_scores_gemma":[0.001322813,0.0001747517,0.009964525,0.03980442,0.0003186272,0.0006079964,0.0003641639,0.0006225847,0.0002711886,0.004296879,0.9421129,0.0001391406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006425105,0.07229946,0.01854531,0.6598102,0.03662778,0.01811965,0.02616766,0.002154807,0.15985],"genre_scores_gemma":[0.03949176,0.100595,0.1804232,0.4796127,0.01964737,0.03040284,0.06622585,0.001140093,0.08246108],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01461644,"threshold_uncertainty_score":0.07574648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043377206112428,"score_gpt":0.4144050506659036,"score_spread":0.3100673300546608,"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."}}