{"id":"W4366090645","doi":"10.3390/pathogens12040605","title":"Debridement, Antibiotic Pearls, and Retention of the Implant (DAPRI) in the Treatment of Early Periprosthetic Joint Infections: A Consecutive Series","year":2023,"lang":"en","type":"article","venue":"Pathogens","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Periprosthetic; Medicine; Joint infections; Debridement (dental); Implant; Antibiotics; Surgery; Chlorhexidine; Arthroplasty; Cloxacillin; Dentistry; Penicillin; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001644652,0.00009617227,0.0001936527,0.0001109843,0.00009982683,0.000007106619,0.00001704814,0.00003565447,0.000008906086],"category_scores_gemma":[0.00003430595,0.00005017736,0.0001041717,0.0003625781,0.0001346754,0.00002885041,0.00001668159,0.00004575088,0.000004664592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003987623,"about_ca_system_score_gemma":0.00004616609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004021749,"about_ca_topic_score_gemma":0.0001518203,"domain_scores_codex":[0.9992977,0.00009628805,0.0002218341,0.0001316616,0.0001235064,0.0001289623],"domain_scores_gemma":[0.9995843,0.00003754162,0.0000934761,0.0002131633,0.00004856833,0.00002295876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006901872,0.000747239,0.9744228,0.00008246807,0.0001507377,0.00007227561,0.005396844,0.000003127639,0.01513621,0.0005994677,0.00003284877,0.003286952],"study_design_scores_gemma":[0.001049715,0.002019293,0.9905785,0.0001102455,0.0002407465,0.0003718371,0.001208954,0.00002602802,0.003871937,0.00009000259,0.0003880209,0.00004474433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980909,0.0002303895,0.000004113464,0.0003044327,0.0001026877,0.0007054239,0.00007879787,0.0000160276,0.0004671829],"genre_scores_gemma":[0.9985647,0.0011068,0.00002664436,0.00001698668,0.00001461102,0.00003312758,0.00001570888,0.000007840325,0.0002135855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615567,"threshold_uncertainty_score":0.2046174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061483716397802,"score_gpt":0.2670675189258917,"score_spread":0.2364526817619137,"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."}}