{"id":"W4409015332","doi":"10.1302/0301-620x.107b4.bjj-2024-1727","title":"Periprosthetic joint infection","year":2025,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Periprosthetic; Delphi method; Medicine; Comparability; Delphi; Intensive care medicine; Arthroplasty; Family medicine; Surgery; Computer science","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":[0.01608573,0.00072507,0.0007205217,0.002711908,0.001170671,0.00212474,0.0007628342,0.0007090887,0.006259833],"category_scores_gemma":[0.03375936,0.0001667051,0.001031026,0.001651778,0.00181133,0.001011662,0.00314523,0.00109349,0.0009378855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447084,"about_ca_system_score_gemma":0.006203237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008169755,"about_ca_topic_score_gemma":0.001021549,"domain_scores_codex":[0.9772378,0.007743207,0.004130631,0.0006287085,0.009549026,0.0007106874],"domain_scores_gemma":[0.9705282,0.009432777,0.006830113,0.001040964,0.01118356,0.0009843973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008910152,0.0003033707,0.1045507,0.03002889,0.0004953527,0.001441334,0.005567873,0.001164088,0.007076945,0.01298534,0.02221429,0.8132808],"study_design_scores_gemma":[0.0003685156,0.005773153,0.3534467,0.06039697,0.001803515,0.02889891,0.01960784,0.003026888,0.02200861,0.03392734,0.4703995,0.0003420403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4202642,0.1073352,0.1022413,0.03488639,0.003383106,0.01017893,0.006821164,0.0006521525,0.3142376],"genre_scores_gemma":[0.9113597,0.03334219,0.03359355,0.00521769,0.001004405,0.003752613,0.002660126,0.00004402908,0.009025691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01608573,"threshold_uncertainty_score":0.08507049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997294915950041,"score_gpt":0.2798623727783802,"score_spread":0.2598894236188797,"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."}}