{"id":"W3080960542","doi":"10.22374/jeleu.v3i3.94","title":"Investigating the Rationale for Extending CT KUB to Include the Chest for Suspected Renal Colic Patients During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal colic; Coronavirus disease 2019 (COVID-19); Abdominal pain; Computed tomography; Emergency department; Radiology; Chest pain; Acute abdominal pain; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001513537,0.0001932694,0.0004385269,0.0001182015,0.0008650364,0.00004683853,0.000408552,0.00006566689,0.00003287975],"category_scores_gemma":[0.02008976,0.0001014112,0.0002478767,0.0003098855,0.0001951072,0.00009039001,0.0001111778,0.000690801,0.000002910404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003452964,"about_ca_system_score_gemma":0.001207862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008275521,"about_ca_topic_score_gemma":0.0002080267,"domain_scores_codex":[0.9978057,0.000273733,0.0007790274,0.0002240291,0.0004167531,0.0005007365],"domain_scores_gemma":[0.9935808,0.004474232,0.000687824,0.0002057249,0.0004431618,0.0006082788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02255571,0.000538877,0.7026083,0.002394306,0.001228844,0.0003219919,0.04756102,0.005282849,0.1318063,0.003514548,0.07249475,0.009692552],"study_design_scores_gemma":[0.01894315,0.008632429,0.4715031,0.0001545048,0.0007382624,0.005009513,0.002822283,0.002085096,0.002179287,0.001780922,0.4857713,0.0003801533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8066173,0.000183733,0.002077765,0.1892448,0.0002373979,0.001563256,0.00003299549,0.00002057229,0.00002227889],"genre_scores_gemma":[0.9303032,0.00003393098,0.0006534951,0.06681051,0.001988249,0.0001104278,0.00001073836,0.00002933294,0.00006017169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4132766,"threshold_uncertainty_score":0.9881644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461936027636247,"score_gpt":0.399800546243756,"score_spread":0.2536069434801313,"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."}}