{"id":"W3144076456","doi":"10.4021/jcs179w","title":"Clinical Indicators for Differential Diagnosis of Acute Lower Abdominal Pain in Women of Reproductive Age","year":2013,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Likelihood ratios in diagnostic testing; Abdominal pain; Appendicitis; Tenderness; Obstetrics; Confidence interval; Surgery; Internal medicine","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":[0.003236556,0.0001542525,0.001224701,0.0005640682,0.00001560963,0.000008545645,0.0001213396,0.00007793939,0.0004280721],"category_scores_gemma":[0.001288631,0.0001175193,0.0006304886,0.0002435466,0.0001441979,0.0001411695,0.00005848599,0.0002879974,0.000002395849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008969242,"about_ca_system_score_gemma":0.0001239491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007941118,"about_ca_topic_score_gemma":7.055536e-7,"domain_scores_codex":[0.9969821,0.0002034287,0.001866105,0.0002157649,0.0004483601,0.0002842655],"domain_scores_gemma":[0.9965118,0.001284573,0.00155753,0.0002387512,0.0002182769,0.000189141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001211311,0.003279627,0.6073897,0.0003348587,0.0006114239,0.00006203647,0.0002509711,8.135078e-7,0.0001229474,0.0000320903,0.0675151,0.3191891],"study_design_scores_gemma":[0.002310008,0.001522332,0.9804164,0.001632549,0.0003959634,0.00001000997,0.000268184,0.00001301812,0.001238008,0.000322274,0.01172287,0.0001483756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996075,0.0006670262,0.000546567,0.0006089962,0.00151439,0.0005512649,0.00001463041,0.000003417965,0.00001869933],"genre_scores_gemma":[0.9953929,0.00363641,0.0002227762,0.00008913038,0.000503106,0.0001146128,0.000007261268,0.00001778192,0.00001599357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3730266,"threshold_uncertainty_score":0.4792299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04433567111764902,"score_gpt":0.3538793624276654,"score_spread":0.3095436913100164,"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."}}