{"id":"W4388972533","doi":"10.1302/1358-992x.2023.17.032","title":"ANTIBIOTIC PROPHYLAXIS FOR ENDOPROSTHETIC REPLACEMENTS IMPLANTED FOR MUSCULOSKELETAL TUMOURS: AN INTERNATIONAL SURVEY OF PRACTICE","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Dosing; Clindamycin; Antibiotic prophylaxis; Antibiotics; Regimen; Vancomycin; Surgery; Internal medicine; General surgery","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":[0.00254043,0.0001748678,0.0003162466,0.0003285913,0.00009297474,0.00003474316,0.0001281378,0.0001264578,0.00009864794],"category_scores_gemma":[0.006476181,0.0001584494,0.0002172136,0.0006651334,0.00006855929,0.0005154629,0.00005070741,0.0001426874,0.00001950249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008219164,"about_ca_system_score_gemma":0.00008941617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007407767,"about_ca_topic_score_gemma":0.000006385287,"domain_scores_codex":[0.9981804,0.00003084499,0.0005222766,0.0004655588,0.0004726048,0.0003283012],"domain_scores_gemma":[0.9974903,0.0003610218,0.0003858223,0.000138838,0.001472948,0.0001509938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007341009,0.001438902,0.871502,0.001617451,0.0004627278,0.00001775698,0.0004160943,0.000003541071,0.03636219,0.001050975,0.001782708,0.0780046],"study_design_scores_gemma":[0.01029583,0.007921314,0.950962,0.0004928444,0.0004300881,0.0005571244,0.0004654517,0.002994081,0.009786499,0.0002438129,0.01542866,0.0004223068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948012,0.0000169633,0.0006933845,0.0003870197,0.0005905022,0.002122291,0.0001444877,0.000230762,0.001013353],"genre_scores_gemma":[0.9965328,0.00004090816,0.001297889,0.00008317907,0.0002015392,0.0001763589,0.0009193868,0.00004638526,0.0007015279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07945995,"threshold_uncertainty_score":0.7753062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099026400919954,"score_gpt":0.3635033220878068,"score_spread":0.3325130580786073,"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."}}