{"id":"W4249866661","doi":"10.14740/jmc2580w","title":"Melioidosis Neck Abscess: An Opportunistic Infection in Diabetes Mellitus","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melioidosis; Burkholderia pseudomallei; Medicine; Diabetes mellitus; Abscess; Differential diagnosis; Disease; Population; Head and neck; Surgery; Internal medicine; Pathology; Bacteria; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001832968,0.0006160344,0.0004093249,0.0006256188,0.001120608,0.0007526079,0.0002931352,0.001264669,0.002039093],"category_scores_gemma":[0.0009833715,0.0002452254,0.0002772168,0.0006667535,0.0005279829,0.0009952594,0.0007629734,0.00094769,0.0005834981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004575944,"about_ca_system_score_gemma":0.0005019265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932761,"about_ca_topic_score_gemma":0.00201154,"domain_scores_codex":[0.9998063,0.00002397892,0.00002722412,0.00002888286,0.0000329685,0.00008068634],"domain_scores_gemma":[0.9997314,0.00004168175,0.00009968484,0.00001125209,0.00001867198,0.00009738001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009170072,0.00005831944,0.06417787,0.0001054537,0.000007353025,0.9248944,0.000346102,0.00005975314,0.002903187,0.000262536,0.0006045591,0.006488726],"study_design_scores_gemma":[0.00001462514,0.00005434178,0.02144982,0.00008027833,0.00001786163,0.9746493,0.0006947561,0.000231162,0.0005568418,0.0002846899,0.001955423,0.00001088409],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970266,0.01001321,0.001997776,0.002597246,0.0002700938,0.000100286,0.0001180005,0.00006627639,0.01457126],"genre_scores_gemma":[0.9937246,0.003445415,0.0005531402,0.0005301277,0.0003261704,0.00001535749,0.00003996108,0.00000532689,0.001359881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002039093,"threshold_uncertainty_score":0.006821513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286023296746242,"score_gpt":0.3217731160709286,"score_spread":0.2789128831034662,"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."}}