{"id":"W2165717293","doi":"10.1086/344059","title":"Infected Pressure Ulcers in Elderly Individuals","year":2002,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Medicine; Osteomyelitis; Gold standard (test); Intensive care medicine; Magnetic resonance imaging; Biopsy; Negative-pressure wound therapy; Surgery; Radiology; Pathology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000821527,0.0002161406,0.00048912,0.0002261849,0.0003225985,0.00002632794,0.0002436085,0.0003037857,0.01025671],"category_scores_gemma":[0.002038234,0.0002015385,0.0002425878,0.0004123761,0.0001259955,0.000224654,0.0002619799,0.0008293107,0.001848667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005415663,"about_ca_system_score_gemma":0.000065097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023609,"about_ca_topic_score_gemma":0.0003260884,"domain_scores_codex":[0.9956976,0.001837142,0.001152347,0.0004853462,0.0002634728,0.0005641492],"domain_scores_gemma":[0.9972842,0.001421825,0.0003277007,0.0005098633,0.0001034907,0.0003528674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009091979,0.00101348,0.8684479,0.0001598425,0.0001537217,0.00001047926,0.0001985857,0.00003772826,8.156926e-7,0.001221056,0.1176115,0.01113581],"study_design_scores_gemma":[0.00235632,0.0001560339,0.7139137,0.0001039294,0.0001649652,2.063112e-7,0.00007544976,0.0002205664,2.386551e-7,0.00199588,0.2808223,0.000190312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7603561,0.003167268,0.000712733,0.003022296,0.005769613,0.005452892,0.0002090673,0.002098325,0.2192117],"genre_scores_gemma":[0.9859768,0.0004856632,0.00001218474,0.003461665,0.0003925087,0.0003718658,0.00002974101,0.0000316375,0.009237915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2256207,"threshold_uncertainty_score":0.9989285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08815213093607016,"score_gpt":0.4456612496265887,"score_spread":0.3575091186905185,"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."}}