{"id":"W2125996658","doi":"10.5430/jbgc.v5n1p11","title":"Computed tomography findings of acute abdomen: a pictorial essay","year":2014,"lang":"en","type":"article","venue":"Journal of Biomedical Graphics and Computing","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Abdomen; Acute abdomen; Presentation (obstetrics); Etiology; Computed tomography; Radiological weapon; Intervention (counseling); Radiology; Acute abdominal pain; Abdominal pain; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.00117505,0.0001324023,0.0005565298,0.000534775,0.00007207054,0.00002501809,0.0001326054,0.0001045117,0.00001906904],"category_scores_gemma":[0.00006105838,0.00009836446,0.0002382613,0.0005063232,0.0002512995,0.00004094352,0.0001069924,0.0003049028,3.391072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001350166,"about_ca_system_score_gemma":0.00004312916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007219223,"about_ca_topic_score_gemma":3.408486e-7,"domain_scores_codex":[0.9982827,0.00005823831,0.0007039481,0.0001442616,0.0005978893,0.0002130019],"domain_scores_gemma":[0.9988266,0.0001962496,0.0004139257,0.0001072952,0.0001667289,0.0002891721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001716573,0.005601276,0.3703413,0.002392637,0.009866245,0.001113454,0.003193514,0.00001534077,0.01831281,0.1797302,0.03994228,0.3677744],"study_design_scores_gemma":[0.03097007,0.02052437,0.7385045,0.006771173,0.003843215,0.001933352,0.0005238568,0.04168544,0.002495731,0.01393795,0.1377008,0.001109503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460407,0.0003618606,0.05045787,0.001738593,0.001002488,0.0001289637,0.000004232181,0.00001433164,0.0002509014],"genre_scores_gemma":[0.9950371,0.000158468,0.003434345,0.0006227854,0.0007267056,2.973874e-7,0.000005751914,0.00001047867,0.000004081533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3681633,"threshold_uncertainty_score":0.4011186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007875081249208176,"score_gpt":0.2571265572573439,"score_spread":0.2492514760081357,"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."}}