{"id":"W2724215451","doi":"10.18410/jebmh/2016/772","title":"DIABETIC FOOT ULCERS MICROBIOLOGICAL STUDY","year":2016,"lang":"en","type":"article","venue":"Journal of Evidence Based Medicine and Healthcare","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetic foot; Foot (prosody); Dermatology; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001667418,0.0001682107,0.0006193112,0.0002896865,0.00006252791,0.000009344895,0.000122501,0.00006469466,0.0002258522],"category_scores_gemma":[0.0008252944,0.00007088117,0.00008720614,0.000182375,0.0001845456,0.0001673508,0.00003935091,0.0002175836,0.000005255755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229594,"about_ca_system_score_gemma":0.0002754318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004137127,"about_ca_topic_score_gemma":0.00001049196,"domain_scores_codex":[0.9981722,0.0001743233,0.0006788707,0.0002180835,0.0004663033,0.0002902841],"domain_scores_gemma":[0.9980294,0.0006024456,0.0003248087,0.0002239038,0.0004035623,0.0004159581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001478911,0.0007524742,0.7739518,0.00103435,0.0002666844,0.0006884729,0.0007118019,4.689378e-7,0.01388516,0.0003042979,0.02652035,0.1804052],"study_design_scores_gemma":[0.01359199,0.05038355,0.8829758,0.0195079,0.001083307,0.0001983684,0.005828036,0.00001288431,0.0006055666,0.0004289355,0.02507335,0.0003103709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7020438,0.004226192,0.0003684098,0.292278,0.0003611819,0.0005734513,0.000001092537,0.00001603338,0.0001318449],"genre_scores_gemma":[0.9891978,0.001628267,0.0004257903,0.007961263,0.0004663902,0.000008562275,6.316322e-7,0.00001145615,0.0002998312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.287154,"threshold_uncertainty_score":0.289045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177428827430372,"score_gpt":0.4113973839510416,"score_spread":0.2339685565206696,"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."}}