{"id":"W2912745205","doi":"","title":"Can Common Serum Biomarkers Predict Perforated appendicitis","year":2014,"lang":"en","type":"article","venue":"","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Appendicitis; Medicine; Surgery","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":[0.001614571,0.0008364458,0.001184553,0.002418041,0.0004944818,0.002526046,0.000597322,0.002115378,0.002421611],"category_scores_gemma":[0.01793367,0.0004075381,0.0009224056,0.001678747,0.0008293422,0.002804056,0.0009065532,0.001212337,0.001072429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00058283,"about_ca_system_score_gemma":0.0008955717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261138,"about_ca_topic_score_gemma":0.002640634,"domain_scores_codex":[0.9984751,0.0004301862,0.0002170263,0.0001662138,0.0003289694,0.0003824765],"domain_scores_gemma":[0.9924527,0.003389982,0.001962873,0.0004348605,0.0009326568,0.000826936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005280165,0.0001394059,0.9757279,0.00006132881,0.0001208547,0.0004158801,0.00004799428,0.0002459341,0.0004322539,0.00009622655,0.001042616,0.02114142],"study_design_scores_gemma":[0.0002032923,0.001432632,0.9718401,0.0003523598,0.0006896443,0.006372978,0.001223879,0.006113526,0.003061984,0.002629534,0.006006279,0.00007382187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698727,0.01172445,0.001577544,0.005167986,0.0009289525,0.00006951782,0.0006486014,0.00007383764,0.009936391],"genre_scores_gemma":[0.9952351,0.001777011,0.0009120378,0.000578188,0.0005343623,0.00001527736,0.0003849172,0.00000835846,0.0005546752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002526046,"threshold_uncertainty_score":0.008538783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048473118600106,"score_gpt":0.2461685172317616,"score_spread":0.2356837860457605,"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."}}