{"id":"W4317777599","doi":"10.4212/cjhp.3264","title":"Risk of Treatment Failure for Prosthetic Joint Infections: Retrospective Chart Review in an Outpatient Parenteral Antimicrobial Therapy Program.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. Everett Chalmers Regional Hospital; Winnipeg Regional Health Authority","funders":"","keywords":"Medicine; Odds ratio; Retrospective cohort study; Confidence interval; Antimicrobial; Internal medicine; Diabetes mellitus; Surgery","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":[0.0007210273,0.0001692043,0.0002714399,0.001147858,0.0005636662,0.0005254268,0.0003177129,0.0003977764,0.001703302],"category_scores_gemma":[0.002596602,0.0003481011,0.0002708965,0.001264872,0.000276283,0.0005286091,0.0004122631,0.0005258752,0.00019005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006942677,"about_ca_system_score_gemma":0.0007965245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128989,"about_ca_topic_score_gemma":0.01322015,"domain_scores_codex":[0.9992911,0.0001679921,0.0001350654,0.0001256803,0.0001654676,0.0001146413],"domain_scores_gemma":[0.9964749,0.0007125156,0.002007562,0.0001078404,0.0003309235,0.0003662249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002710906,0.00004797932,0.9986922,0.00001617113,0.00001334977,0.0002015852,0.00009703982,0.0000129725,0.00003701841,0.000004857222,0.0001797474,0.0006699296],"study_design_scores_gemma":[0.000006805889,0.0001394001,0.9981488,0.00001868779,0.00001411595,0.0008268703,0.0005108527,0.00009251574,0.00003990834,0.000005484621,0.0001921442,0.000004438211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982392,0.0003862116,0.00006505484,0.00005222012,0.000005504076,0.00003872219,0.0008829618,0.00000529442,0.0003248647],"genre_scores_gemma":[0.998831,0.0002722163,0.00009374489,0.00005496596,0.00001102389,0.00003003212,0.0005966382,0.000001938102,0.0001084823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01128989,"threshold_uncertainty_score":0.02244836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03949377822667055,"score_gpt":0.3017938898916919,"score_spread":0.2623001116650214,"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."}}