{"id":"W4394928276","doi":"10.1016/j.joca.2024.02.153","title":"Multijoint involvement is associated with increased risk of infection-related adverse events in patients undergoing joint arthroplasty for osteoarthritis","year":2024,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Osteoarthritis; Joint arthroplasty; Arthroplasty; Medicine; Adverse effect; Joint (building); Internal medicine; Surgery; Pathology; Alternative medicine","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":[0.0004592345,0.0003176917,0.0004890045,0.0007055723,0.0004441434,0.0008790814,0.0003048361,0.0005599302,0.002842844],"category_scores_gemma":[0.003322242,0.0002670137,0.0009764234,0.000935873,0.0002549926,0.0004317101,0.0007029364,0.001007845,0.0001798616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222834,"about_ca_system_score_gemma":0.0004772858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460568,"about_ca_topic_score_gemma":0.004688217,"domain_scores_codex":[0.9992544,0.0001811118,0.0001290402,0.00008278595,0.0001941582,0.0001585086],"domain_scores_gemma":[0.9963804,0.0003650164,0.002455255,0.0001077514,0.0002212454,0.0004703361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001254718,0.0000463965,0.9979452,0.00002491902,0.0001394256,0.00009936715,0.00002860862,0.00001937031,0.00018558,0.000009531738,0.00005482637,0.001321302],"study_design_scores_gemma":[0.000004466995,0.00007527997,0.9991856,0.00001223307,0.00005122522,0.0003593135,0.0001072609,0.00007900959,0.00002347428,0.00001954083,0.0000787563,0.000003677798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966528,0.001765966,0.0001264808,0.0001171389,0.00002440754,0.000009537495,0.0002132056,0.000004354599,0.001086167],"genre_scores_gemma":[0.9992521,0.0003247007,0.00008736001,0.00004539263,0.00003286245,0.000004506634,0.0001185058,0.000001076581,0.0001333913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002842844,"threshold_uncertainty_score":0.009510279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00790907329876771,"score_gpt":0.2169836707453625,"score_spread":0.2090745974465948,"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."}}