{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002119225,0.00009697345,0.0002997901,0.0009681268,0.0005309253,0.0008457711,0.00035405,0.000366724,0.001023749],"category_scores_gemma":[0.01632023,0.00009129442,0.0002098667,0.00174165,0.0004996593,0.0004920813,0.0004283655,0.0006815081,0.0001690496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448404,"about_ca_system_score_gemma":0.004474227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002963,"about_ca_topic_score_gemma":0.01827573,"domain_scores_codex":[0.9959246,0.001803305,0.0008313177,0.0001140476,0.001127616,0.0001990779],"domain_scores_gemma":[0.9925718,0.001842788,0.00355636,0.0001353107,0.001404806,0.0004889296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004377868,0.0002503779,0.6988657,0.002585217,0.0000976271,0.003068894,0.002169013,0.0001942354,0.001001769,0.0004893166,0.004809069,0.2860311],"study_design_scores_gemma":[0.00005146277,0.001185431,0.950029,0.003836398,0.0002617236,0.01481058,0.00493304,0.000423795,0.001360307,0.0004329894,0.0226323,0.00004288499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.762522,0.2057986,0.00177261,0.01055484,0.0004637377,0.0001372821,0.0001995866,0.00004992168,0.01850149],"genre_scores_gemma":[0.9351401,0.06132093,0.001390955,0.001223084,0.0003672642,0.00003764373,0.00008976923,0.00001108493,0.0004190043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002963,"threshold_uncertainty_score":0.01994246,"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."}}