{"id":"W3197115943","doi":"10.7759/cureus.17566","title":"Total Leukocyte Count Depicting the Degree of Inflammation in Acute Appendicitis","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Appendicitis; Appendix; Acute appendicitis; Acute abdomen; Differential diagnosis; Histopathology; Internal medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004628819,0.0003925064,0.0003036923,0.003079279,0.0002335116,0.0006392231,0.0002724669,0.0003799336,0.005011913],"category_scores_gemma":[0.001031291,0.0001897062,0.0001801173,0.001504139,0.0003245676,0.0005264909,0.0004968965,0.0003755334,0.0004980203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098847,"about_ca_system_score_gemma":0.0001933908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007466228,"about_ca_topic_score_gemma":0.001060813,"domain_scores_codex":[0.9996201,0.00009804267,0.00008648497,0.0000509306,0.00007729092,0.00006710311],"domain_scores_gemma":[0.9991647,0.0002017361,0.0004180628,0.00002225855,0.0001049659,0.00008832627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004399238,0.000104438,0.9819577,0.0002783567,0.00002668971,0.002493956,0.000355378,0.0001545312,0.003601146,0.0001519301,0.0007737702,0.009662199],"study_design_scores_gemma":[0.00003037481,0.001178755,0.9641567,0.0002065481,0.00005926993,0.02557023,0.001839233,0.0005348302,0.0022475,0.0003137946,0.003838747,0.00002398927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807038,0.007814219,0.001046538,0.000301371,0.00008007736,0.0001494565,0.001777074,0.00007151488,0.00805592],"genre_scores_gemma":[0.994557,0.001889399,0.00151908,0.00008215951,0.00006896785,0.00007885898,0.0005093784,0.000003591849,0.001291507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005011913,"threshold_uncertainty_score":0.01676655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03981807659808424,"score_gpt":0.2864430290914046,"score_spread":0.2466249524933204,"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."}}