{"id":"W3207482873","doi":"10.1111/acem.14394","title":"Depression and anxiety screening in emergency department patients with recurrent abdominal pain: An evidence synthesis for a clinical practice guideline","year":2021,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Society for Academic Emergency Medicine","keywords":"Medicine; Emergency department; Abdominal pain; Depression (economics); Anxiety; Odds ratio; Guideline; Confidence interval; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009323931,0.0008770772,0.003313604,0.0003689592,0.0001503409,0.000002620124,0.0004040503,0.0007071805,0.0008377374],"category_scores_gemma":[0.0205924,0.000595131,0.000398771,0.0007210173,0.000128863,0.0003880806,0.0002932077,0.001504935,0.000004436406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526448,"about_ca_system_score_gemma":0.0002364677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000085887,"about_ca_topic_score_gemma":0.00003818,"domain_scores_codex":[0.9898418,0.001315636,0.005175544,0.001753748,0.001179664,0.0007336687],"domain_scores_gemma":[0.9937593,0.001933831,0.002164614,0.0008420495,0.0006459935,0.0006541956],"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":[0.0003976274,0.0005011893,0.05267676,0.007411924,0.0003963522,0.00003247354,0.00007434286,3.677874e-7,1.444683e-7,0.00001531531,0.09305047,0.845443],"study_design_scores_gemma":[0.001473934,0.001709505,0.006011363,0.08418407,0.007477984,0.00003285016,0.0002435103,0.0001077459,2.271391e-7,0.000009288925,0.8982028,0.0005466689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004139044,0.9878558,0.003533184,0.001690017,0.001144003,0.005168591,0.00004503985,0.00004995872,0.00009951958],"genre_scores_gemma":[0.0001035295,0.9866537,0.008017804,0.0005720943,0.001462888,0.002060044,0.0009365834,0.0001294251,0.0000638979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8448964,"threshold_uncertainty_score":0.99965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1669367573201193,"score_gpt":0.4955456388227357,"score_spread":0.3286088815026164,"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."}}