{"id":"W4220986297","doi":"10.1186/s13018-022-03054-z","title":"Irrigation and debridement for knee osteoarthritis patients with suspected infection by intra-articular injection before total knee arthroplasty: a retrospective study","year":2022,"lang":"en","type":"article","venue":"Journal of Orthopaedic Surgery and Research","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; WOMAC; Orthopedic surgery; Surgery; Debridement (dental); Knee Joint; Range of motion; Retrospective cohort study; Total knee arthroplasty; Arthroplasty; Sepsis; Synovial fluid; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005725922,0.0003850901,0.0006685832,0.0008081479,0.0006518625,0.0006334335,0.0003452203,0.0008126147,0.001925743],"category_scores_gemma":[0.00203345,0.0005566879,0.0009564702,0.0009928014,0.0003825048,0.0005416991,0.0004435906,0.0006301866,0.0003396899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003522562,"about_ca_system_score_gemma":0.0006407031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001415131,"about_ca_topic_score_gemma":0.001604601,"domain_scores_codex":[0.9992417,0.0001603412,0.0001758986,0.000173129,0.0001376844,0.0001112134],"domain_scores_gemma":[0.9985179,0.000281486,0.0007406501,0.00009107662,0.0001627475,0.0002061479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008626126,0.000403397,0.9922667,0.0002565842,0.0001446329,0.002260039,0.0003128769,0.00002195241,0.0003917105,0.00002645992,0.0001303578,0.002922615],"study_design_scores_gemma":[0.0001702787,0.005160213,0.9706265,0.000189259,0.0005343971,0.01810985,0.002630083,0.0002022145,0.000396482,0.00005762596,0.00188073,0.00004241278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971843,0.002216001,0.000150924,0.00002605819,0.00001189507,0.00006144809,0.00007752269,0.000002129937,0.000269629],"genre_scores_gemma":[0.9981229,0.00120945,0.0001808055,0.00008222666,0.00003155431,0.00005399025,0.0001813987,0.00000258316,0.0001351299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001925743,"threshold_uncertainty_score":0.006442249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350744779695644,"score_gpt":0.2799203730561512,"score_spread":0.2664129252591947,"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."}}