{"id":"W1998088306","doi":"10.1016/j.ijid.2010.05.005","title":"Consensus document on controversial issues in the diagnosis and treatment of prosthetic joint infections","year":2010,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Medicine; Randomized controlled trial; MEDLINE; Grading (engineering); Multidisciplinary approach; Prosthesis; Clinical trial; Evidence-based medicine; Surgery; Intensive care medicine; Alternative medicine; Internal medicine; Pathology","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":[0.00009791783,0.0001113818,0.0002275213,0.0003049901,0.00004994437,0.00003280128,0.00003296914,0.0000371395,0.0001101441],"category_scores_gemma":[0.0002415202,0.00006647332,0.0001685277,0.00007994744,0.0001128078,0.00005386506,0.000009466576,0.0001207073,0.000003793754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176419,"about_ca_system_score_gemma":0.0001008888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00027887,"about_ca_topic_score_gemma":0.0001608331,"domain_scores_codex":[0.9991338,0.00005153473,0.0003355532,0.00008980244,0.0003031204,0.00008617149],"domain_scores_gemma":[0.9990902,0.0002285547,0.0002257903,0.0001004988,0.000281734,0.00007321992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002663106,0.004446948,0.9772875,0.000007284318,0.0004584812,0.000265251,0.0003415519,0.00002900921,0.0001557461,0.001242085,0.0002196696,0.01528015],"study_design_scores_gemma":[0.008730308,0.006923696,0.9702938,0.000156143,0.000457917,0.002208196,0.0001859949,0.0000151146,0.0009158215,0.001041079,0.008979181,0.0000928198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951327,0.0002454056,0.000004051662,0.002538023,0.0007733502,0.0003014527,0.00002904688,0.000008070735,0.00096787],"genre_scores_gemma":[0.9985281,0.0008766236,0.00002267668,0.0001489688,0.0003346596,0.00003897558,0.000004534025,0.000006809927,0.00003868502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518733,"threshold_uncertainty_score":0.2710703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117086868871994,"score_gpt":0.3104659235110221,"score_spread":0.2987572366238228,"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."}}