{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004607732,0.0001508098,0.0001868706,0.001033052,0.0003881242,0.0007919178,0.0003466767,0.0005369086,0.001302639],"category_scores_gemma":[0.02562238,0.0001676558,0.0003076797,0.0007635193,0.000499566,0.000579628,0.0006132886,0.0005842207,0.000182945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005716964,"about_ca_system_score_gemma":0.0004106244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587603,"about_ca_topic_score_gemma":0.002876451,"domain_scores_codex":[0.9957224,0.002357665,0.0004097431,0.0002316029,0.0008098377,0.0004686201],"domain_scores_gemma":[0.9746928,0.01189999,0.009404809,0.0006299688,0.001647745,0.001724586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007066273,0.00006138781,0.9966927,0.000006363456,0.00001172752,0.00008502801,0.0006052782,0.000122148,0.0001009578,0.00004292014,0.00006802987,0.002132787],"study_design_scores_gemma":[0.000006734862,0.0003770073,0.9940152,0.00001282164,0.000008643819,0.0005665863,0.003377067,0.001138841,0.000153852,0.00008400898,0.000241637,0.00001778306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996428,0.00002183055,0.00008025554,0.000042186,6.622727e-7,0.000004935071,0.00002864803,7.887623e-7,0.0001777983],"genre_scores_gemma":[0.9998597,0.00001743354,0.00005068631,0.00001380716,0.000001267329,0.000005150191,0.00001945043,3.489358e-7,0.00003216387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004607732,"threshold_uncertainty_score":0.02436835,"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."}}