{"id":"W2121449672","doi":"10.1086/381029","title":"Acceptable Rates of Treatment Failure in Osteomyelitis Involving the Diabetic Foot: A Survey of Infectious Diseases Consultants","year":2004,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of Allergy and Infectious Diseases; Centers for Disease Control and Prevention","keywords":"Medicine; Osteomyelitis; Diabetic foot; Failure rate; Intensive care medicine; Antimicrobial; Antibiotic resistance; Antibiotics; Surgery; Diabetes mellitus","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":[0.0003766156,0.0001883081,0.0004312201,0.000057974,0.0000914121,0.00004266199,0.0001712171,0.0001373347,0.00005920491],"category_scores_gemma":[0.00773459,0.0001466853,0.000190196,0.0003766196,0.0004162778,0.0000135699,0.0001033124,0.00008491051,0.000006652422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006141667,"about_ca_system_score_gemma":0.0004574401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448056,"about_ca_topic_score_gemma":0.01096467,"domain_scores_codex":[0.9979272,0.0005170915,0.0008306546,0.0003991122,0.00009733067,0.0002286062],"domain_scores_gemma":[0.9979898,0.0006338823,0.0003361176,0.0005043497,0.0004004976,0.0001353614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005106197,0.0007042858,0.9860817,0.00004536869,0.00008756047,0.000001248649,0.00004662629,0.0001866116,0.009905526,0.00002691216,0.00003784673,0.002825252],"study_design_scores_gemma":[0.001979054,0.000756163,0.9931372,0.00006163234,0.00008093507,0.000001451456,0.00008480997,0.0000181102,0.003238801,0.0003911098,0.00009918048,0.0001515177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980789,0.0007526957,0.00003012561,0.00006640633,0.0002370024,0.0004190845,0.000341295,0.00002040865,0.00005402535],"genre_scores_gemma":[0.9989739,0.0004621762,0.000007795003,0.00005391348,0.0001225789,0.0000528416,0.0002812078,0.00001851204,0.00002706167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009516618,"threshold_uncertainty_score":0.9259586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04161960227006031,"score_gpt":0.342094567255456,"score_spread":0.3004749649853957,"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."}}