{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001204359,0.0002569716,0.0002788765,0.0009017745,0.0004395024,0.0007738125,0.0002933239,0.0003581115,0.00190063],"category_scores_gemma":[0.004933018,0.0003030488,0.0002274169,0.000579308,0.0006627884,0.0004430334,0.0006122004,0.0003885053,0.0003113202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472487,"about_ca_system_score_gemma":0.0005156039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002350836,"about_ca_topic_score_gemma":0.002217595,"domain_scores_codex":[0.9988075,0.0003424775,0.0001655655,0.0002067819,0.0002464027,0.0002312685],"domain_scores_gemma":[0.9931667,0.0008602582,0.004295306,0.0001710509,0.0005971036,0.0009095623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005509752,0.00002435991,0.9983013,0.00001551508,0.000007750801,0.0001737334,0.00006838652,0.0000131571,0.000263625,0.000005031523,0.00005132701,0.001020776],"study_design_scores_gemma":[0.000006780867,0.0003414536,0.9967228,0.00002109568,0.00001489503,0.001979964,0.0004381921,0.0001377638,0.0001794955,0.0000110772,0.0001424082,0.000004123785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993361,0.0002806887,0.00007979369,0.00004192971,0.000004556606,0.000008835797,0.00004028351,0.000003801538,0.0002040652],"genre_scores_gemma":[0.9997072,0.00008388043,0.00009143728,0.0000331048,0.00001168556,0.000002541545,0.00004352851,8.756657e-7,0.00002570767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002350836,"threshold_uncertainty_score":0.006369293,"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."}}