{"id":"W2341504467","doi":"10.1302/0301-620x.98b1.36294","title":"Deep infection after hip arthroplasty","year":2016,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Periprosthetic; Medicine; Joint arthroplasty; Total hip arthroplasty; Debridement (dental); Arthroplasty; Joint infections; Hip arthroplasty; 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":[0.0008026303,0.0003289146,0.000547281,0.0008247136,0.0004480285,0.001154921,0.0002024892,0.0005230844,0.004190181],"category_scores_gemma":[0.003394587,0.000108866,0.0003471265,0.001022816,0.0003512884,0.0005533129,0.0005860768,0.0009865166,0.001232732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003668126,"about_ca_system_score_gemma":0.0008104136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403926,"about_ca_topic_score_gemma":0.002210845,"domain_scores_codex":[0.9988074,0.00022558,0.0002172181,0.00006589133,0.0005364813,0.000147453],"domain_scores_gemma":[0.9986038,0.0003721457,0.0003832868,0.00009080015,0.0003754051,0.0001744836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005892576,0.0001682264,0.08792003,0.003282087,0.0002861909,0.0180661,0.0009854814,0.0001290874,0.004708887,0.001723744,0.02713941,0.8550014],"study_design_scores_gemma":[0.0001269357,0.001539462,0.3201525,0.007640027,0.0007698931,0.1851452,0.002485625,0.0003289565,0.005517371,0.007195768,0.4689404,0.0001579579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1288009,0.7761326,0.005384271,0.007593343,0.003294473,0.0002352354,0.0008711704,0.0002546205,0.07743336],"genre_scores_gemma":[0.6889272,0.276794,0.003485295,0.01223437,0.003683709,0.0001007709,0.001111251,0.00006481438,0.01359863],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004190181,"threshold_uncertainty_score":0.01401752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427149029728153,"score_gpt":0.2469154967326539,"score_spread":0.2326440064353724,"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."}}