{"id":"W1606545165","doi":"","title":"Adherence to perioperative antibiotic prophylaxis among orthopedic trauma patients.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Bone fractures and treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Antibiotic prophylaxis; Antibiotics; Perioperative; Orthopedic surgery; Surgical wound; Urinary system; Infection control; Surgery; Intensive care medicine; Internal medicine","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":[0.00007741601,0.0001586581,0.0002263254,0.00007357635,0.00007878737,0.00003412363,0.00006908317,0.00009975526,0.0001391164],"category_scores_gemma":[0.000175184,0.0001101509,0.00006964934,0.0001851987,0.0000707936,0.00009271454,0.00003300338,0.0002762981,0.00008852377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003413086,"about_ca_system_score_gemma":0.00002590226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002252295,"about_ca_topic_score_gemma":0.000323039,"domain_scores_codex":[0.9989233,0.00001670023,0.0001701924,0.0003037586,0.000236862,0.0003492019],"domain_scores_gemma":[0.9991719,0.00001533344,0.00004568387,0.0002783011,0.0001124538,0.000376353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006165401,0.0002866206,0.5737764,0.00001216738,0.00003404358,0.00002353985,0.0002456228,2.001322e-7,0.00004116581,0.00001106342,0.0001530598,0.4253545],"study_design_scores_gemma":[0.001390936,0.0005943693,0.9932624,0.0000127272,0.00004638956,0.000005638466,0.00002873377,0.000003059326,0.001860858,0.000003332734,0.002674176,0.0001174567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900563,0.000021478,0.000004194605,0.0001904517,0.0004301053,0.00210594,0.0000125917,0.0000519945,0.007126946],"genre_scores_gemma":[0.9947162,0.000002391304,0.000254397,0.0003311241,0.000122452,0.0004491033,0.0000254633,0.00002288378,0.004076018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4252371,"threshold_uncertainty_score":0.4491822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425530740241293,"score_gpt":0.2415332357423489,"score_spread":0.227277928339936,"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."}}