{"id":"W3207705855","doi":"10.7759/cureus.18946","title":"The Fate of Failed Debridement, Antibiotics, and Implant Retention in Infected Knee Arthroplasties: Nothing to Lose","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Implant; Surgery; Arthroplasty; Prosthesis","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":[0.00504461,0.0003543512,0.0006664733,0.001573792,0.0008942913,0.00151792,0.0007404792,0.001789623,0.0009325729],"category_scores_gemma":[0.02350672,0.0003407705,0.0006964682,0.0008585696,0.00189971,0.002110447,0.001030152,0.001284883,0.0004839404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004086093,"about_ca_system_score_gemma":0.0004496766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005978118,"about_ca_topic_score_gemma":0.0007040037,"domain_scores_codex":[0.9972513,0.0009890749,0.0004240511,0.0003017794,0.0008025198,0.0002311675],"domain_scores_gemma":[0.9765389,0.009715731,0.007363011,0.002324583,0.00245194,0.001605852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007240165,0.00009821841,0.9484641,0.0001362256,0.0001558238,0.002284759,0.0004923305,0.0001489949,0.0005002543,0.00009043308,0.0009441037,0.04596086],"study_design_scores_gemma":[0.00005399659,0.001612805,0.9266358,0.0004693281,0.0004431461,0.05746549,0.005875776,0.00161044,0.0008701981,0.001562227,0.003254861,0.0001459636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760408,0.0193238,0.001058276,0.002257668,0.0003078355,0.00001725374,0.00008394248,0.00002290227,0.0008874184],"genre_scores_gemma":[0.9958174,0.002768396,0.0003807374,0.0003859481,0.0004456708,0.000007005122,0.00007403899,0.00001022848,0.0001106235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00504461,"threshold_uncertainty_score":0.02667874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363288220097928,"score_gpt":0.2712254940892099,"score_spread":0.2575926118882306,"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."}}