{"id":"W2560506639","doi":"10.1136/jclinpath-2016-203936","title":"Intra-abdominal <i>Candida</i> spp infection in acute abdomen in a quality assurance (QA)-certified academic setting","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Pathology","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Candida albicans; Medicine; Candida tropicalis; Corpus albicans; Abdomen; Internal medicine; Pathology; Surgery; Microbiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007679458,0.0001560069,0.00112526,0.0002960324,0.00002205357,0.000006561971,0.0001409313,0.0003608695,0.0001152842],"category_scores_gemma":[0.003945491,0.0001017202,0.000260624,0.0002045074,0.0001694457,0.0001867005,0.00007563738,0.00114955,0.00004547619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485286,"about_ca_system_score_gemma":0.0001620252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003698919,"about_ca_topic_score_gemma":0.0001713262,"domain_scores_codex":[0.9953857,0.0008063295,0.00285272,0.0002888931,0.0003050711,0.0003612796],"domain_scores_gemma":[0.9965259,0.001741384,0.001250781,0.0001960495,0.0001062164,0.0001796748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001610002,0.0004001732,0.8821264,0.00004017795,0.00006243592,0.00167434,0.00008101153,0.000003826885,0.004280217,0.0001381707,0.002445313,0.107138],"study_design_scores_gemma":[0.008710027,0.001018928,0.983378,0.0006877315,0.00009283818,0.0004519045,0.00003682566,0.00001199956,0.0003292862,0.00157758,0.003588847,0.0001160218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782138,0.0001647578,0.001676564,0.01822063,0.0007910492,0.0002578429,0.000003748441,0.0000104218,0.0006611667],"genre_scores_gemma":[0.9910153,0.004487867,0.0008792256,0.002974819,0.0005239562,0.00001334276,0.000001093993,0.00001500255,0.0000893939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1070219,"threshold_uncertainty_score":0.4994286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07640168777943193,"score_gpt":0.4519238935215563,"score_spread":0.3755222057421244,"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."}}