{"id":"W3203065932","doi":"10.3390/metabo11100664","title":"Metabolomics and Inflammatory Mediator Profiling for the Differentiation of Life-Threatening and Non-Severe Appendicitis in the Pediatric Population","year":2021,"lang":"en","type":"article","venue":"Metabolites","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Appendicitis; Pediatric intensive care unit; Biomarker; Metabolomics; Inflammatory mediator; Prospective cohort study; Pediatric gastroenterology; Disease; Internal medicine; Intensive care medicine; Bioinformatics; Surgery; Inflammation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001072229,0.0004120285,0.0003759316,0.001420914,0.0002349444,0.0006277293,0.0002021907,0.0004232161,0.0004523163],"category_scores_gemma":[0.001751922,0.0002003597,0.0002500923,0.0007388139,0.0003238089,0.0003856238,0.0004466205,0.0004939736,0.000130569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930255,"about_ca_system_score_gemma":0.0004016736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008290905,"about_ca_topic_score_gemma":0.001522282,"domain_scores_codex":[0.9994348,0.0002374374,0.00005677758,0.00008864706,0.0001344823,0.00004781475],"domain_scores_gemma":[0.9992468,0.0002078379,0.0003057458,0.0000453084,0.00009886736,0.00009537879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003006445,0.00008473253,0.9668523,0.00006379621,0.00005182941,0.000352827,0.00008586609,0.0001300821,0.01973599,0.00005195907,0.00008723026,0.01220264],"study_design_scores_gemma":[0.0000114693,0.0008467173,0.9864538,0.00002290258,0.00005222125,0.002425721,0.0002245804,0.0007616619,0.008577323,0.00007920899,0.0005347492,0.000009651379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947719,0.002274157,0.002014,0.0001300447,0.00001278916,0.00004541103,0.0002736273,0.00001802547,0.0004600414],"genre_scores_gemma":[0.9940652,0.0009488696,0.004560068,0.00008448467,0.0000213816,0.0000234578,0.0001581584,0.000003576895,0.0001348159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001420914,"threshold_uncertainty_score":0.005670547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402022549442266,"score_gpt":0.2501406971146041,"score_spread":0.2361204716201814,"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."}}