{"id":"W1969094727","doi":"10.1097/nor.0b013e3181d243c7","title":"Perioperative Antibiotic Administration in Orthopaedic Trauma","year":2010,"lang":"en","type":"article","venue":"Orthopaedic Nursing","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Perioperative; Administration (probate law); Intensive care medicine; Antibiotics; Quality assurance; Orthopedic surgery; Antibiotic prophylaxis; MEDLINE; Retrospective cohort study; Emergency medicine; Medical emergency; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005104573,0.0002287149,0.000605415,0.0002332575,0.0001105188,0.00004770319,0.00006598078,0.0002106333,0.0002980345],"category_scores_gemma":[0.0003256054,0.0001951932,0.0003853166,0.0004129676,0.0002582746,0.0001538133,0.000007595075,0.0006416173,0.00005791423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007318999,"about_ca_system_score_gemma":0.0002364447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001710422,"about_ca_topic_score_gemma":0.00009506123,"domain_scores_codex":[0.9982851,0.00009128724,0.0004141289,0.0003841982,0.0004225243,0.0004027549],"domain_scores_gemma":[0.9990993,0.0001773131,0.00006897795,0.0003007387,0.00007959093,0.0002741236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007223507,0.0008060239,0.6668444,0.0001007664,0.00005167456,0.002176305,0.001920104,0.000002340697,0.02467807,0.01113092,0.000113142,0.2914539],"study_design_scores_gemma":[0.004056886,0.0005757374,0.9609289,0.0005791435,0.0001746365,0.002409078,0.001005598,0.0003351523,0.002988335,0.00003086827,0.02650077,0.0004148998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303371,0.0002007879,0.0001025735,0.003342365,0.0008172325,0.0004166397,0.000002047835,0.00008983363,0.06469143],"genre_scores_gemma":[0.9959378,0.00003254198,0.001133935,0.0003924208,0.0004453525,0.000007737223,0.0000372935,0.00003280639,0.001980138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2940845,"threshold_uncertainty_score":0.7959749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197445343872784,"score_gpt":0.296357869395452,"score_spread":0.2843834159567242,"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."}}