{"id":"W2616819869","doi":"10.14740/jcs316w","title":"The Value of C-Reactive Protein in Enhancing Diagnosis of Acute Appendicitis","year":2017,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Appendicitis; Perforation; Acute appendicitis; C-reactive protein; Histopathology; Appendix; Surgery; Internal medicine; Pathology; Inflammation","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":[0.001655526,0.0001328871,0.0007430476,0.0002788029,0.0001054301,0.00002548965,0.0002327511,0.00004430648,0.00004317623],"category_scores_gemma":[0.0008558279,0.0000877618,0.0003877578,0.00009163043,0.0001600398,0.0002246822,0.00009951521,0.0003004521,0.000002731698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008163141,"about_ca_system_score_gemma":0.0001793895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006955126,"about_ca_topic_score_gemma":0.00002301334,"domain_scores_codex":[0.9979051,0.000088672,0.001074368,0.0001145406,0.0005856849,0.0002316582],"domain_scores_gemma":[0.9964321,0.0005948261,0.002321168,0.0003516399,0.0002050751,0.00009521445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005170618,0.001157702,0.8466256,0.0004806882,0.0007185284,0.000324337,0.0003669202,0.000004334344,0.004373526,0.0017528,0.007595839,0.1360827],"study_design_scores_gemma":[0.001344202,0.0003348147,0.8450775,0.00872868,0.0004267429,0.0000552665,0.0002891329,0.00001592491,0.1322966,0.0006293113,0.01065688,0.0001449055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947069,0.00218613,0.0001337592,0.001395375,0.0008023656,0.0003711609,0.000009413824,0.000002498793,0.0003923551],"genre_scores_gemma":[0.9954803,0.004203915,0.00005624662,0.00002341441,0.0001685571,0.0000293822,0.000001918288,0.00001353485,0.00002273961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359378,"threshold_uncertainty_score":0.3578822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03662837612366182,"score_gpt":0.3396859814476511,"score_spread":0.3030576053239892,"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."}}