{"id":"W2902962235","doi":"10.1093/ofid/ofy210.315","title":"304. Comparison of Short and Long Courses of Antibiotics in Patients with Prosthetic Joint Infection: A Systemic Review and Meta-analysis","year":2018,"lang":"en","type":"review","venue":"Open Forum Infectious Diseases","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Jadad scale; Randomized controlled trial; Antibiotics; Arthroplasty; Meta-analysis; Internal medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002208103,0.000489432,0.006387123,0.0004690853,0.00009941543,0.0000461202,0.00006290009,0.0001498966,0.0001298542],"category_scores_gemma":[0.00006921119,0.0003040669,0.0007978233,0.001073368,0.0002579744,0.0001471943,0.0001896662,0.0001685662,0.000002856365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009473338,"about_ca_system_score_gemma":0.0002288213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002479132,"about_ca_topic_score_gemma":0.0003617024,"domain_scores_codex":[0.9975777,0.0002076909,0.001164785,0.0005229553,0.0002939402,0.000232913],"domain_scores_gemma":[0.9979784,0.00006463905,0.0008670825,0.000563093,0.0003631066,0.0001636401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001961404,0.001577775,0.8880353,0.05008806,0.05043263,0.000005979359,0.000009217474,9.598475e-7,3.404002e-9,0.0000143002,0.00007073716,0.009745444],"study_design_scores_gemma":[0.0009796815,0.001980192,0.1024604,0.0131076,0.8770901,0.0001047146,0.000007196098,0.000002357771,5.597761e-7,0.000003627131,0.003942335,0.0003212532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01023166,0.9837644,0.00001093303,0.00001094093,0.00003621572,0.005299499,0.0003201181,0.00001935465,0.0003068761],"genre_scores_gemma":[0.324275,0.6752957,0.000012711,0.00002399323,0.000006215077,0.00006289034,0.0002376777,0.00003348481,0.00005235012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8266575,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05648495529058662,"score_gpt":0.3703925390845715,"score_spread":0.3139075837939849,"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."}}