{"id":"W4416208340","doi":"10.1302/1358-992x.2025.13.059","title":"FAILURE OF SUPPRESSIVE ANTIBIOTIC THERAPY IN PROSTHETIC JOINT INFECTION: A CHART REVIEW","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Antibiotics; Medical prescription; Arthroplasty; Chart; Cohort study; Antibiotic therapy","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":[0.004038711,0.000370352,0.0006046034,0.01185093,0.0008557726,0.001172887,0.001098754,0.0004930376,0.001026126],"category_scores_gemma":[0.0147778,0.0003102376,0.0005365226,0.01337441,0.0005506801,0.0008228594,0.0006153631,0.0004066559,0.0002908638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004902269,"about_ca_system_score_gemma":0.0111051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.144526,"about_ca_topic_score_gemma":0.208964,"domain_scores_codex":[0.9952837,0.0008903962,0.001441792,0.0004736439,0.001656134,0.0002544286],"domain_scores_gemma":[0.9610278,0.01023605,0.01089771,0.001086025,0.01559932,0.001153067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003611898,0.0001651048,0.7924129,0.01208705,0.0003343266,0.006738923,0.004578866,0.0005303256,0.001446254,0.0005769532,0.0270647,0.1537033],"study_design_scores_gemma":[0.0000446725,0.0002353756,0.9308774,0.006974432,0.000337066,0.005164877,0.00298755,0.0006893105,0.001097278,0.00008286708,0.05141993,0.00008934921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7054944,0.2026126,0.005483154,0.003138721,0.0004105273,0.006477463,0.0542801,0.0004851058,0.02161793],"genre_scores_gemma":[0.8731567,0.09454215,0.008802028,0.00120059,0.000276138,0.001622698,0.01856035,0.00008787887,0.001751522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.144526,"threshold_uncertainty_score":0.2873695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318789101117115,"score_gpt":0.2789992932810252,"score_spread":0.2658114022698541,"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."}}