{"id":"W2999089731","doi":"10.1097/iop.0000000000001565","title":"Perioperative Prophylactic Antibiotics in 1,250 Orbital Surgeries","year":2020,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of British Columbia","funders":"","keywords":"Medicine; Antibiotics; Perioperative; Antibiotic prophylaxis; Surgery; Adverse effect; Prospective cohort study; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006994352,0.0002304096,0.0003615899,0.0008465907,0.000385312,0.0006832558,0.0002796177,0.0003983057,0.00100811],"category_scores_gemma":[0.003804411,0.0003167294,0.0004023153,0.0009252556,0.0003169505,0.0003649042,0.0003389321,0.0003997259,0.0001689404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006264583,"about_ca_system_score_gemma":0.0006842457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646632,"about_ca_topic_score_gemma":0.002241293,"domain_scores_codex":[0.9989815,0.0001500827,0.0002024862,0.0001797571,0.0003275549,0.0001585096],"domain_scores_gemma":[0.9976941,0.0005821792,0.00135548,0.00009282057,0.0001115818,0.0001638241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001963611,0.00003943436,0.9964585,0.00001720306,0.00002074397,0.0002425069,0.00003526219,0.00002693419,0.0001647856,0.000008274329,0.00005643391,0.002733605],"study_design_scores_gemma":[0.00003588748,0.0005798995,0.9952645,0.00003156716,0.0000578805,0.002828707,0.0002804285,0.0002093379,0.0003228318,0.00002555879,0.0003570653,0.000006265531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990502,0.0005926128,0.00004355192,0.00001890232,0.000005193421,0.00001147267,0.0001168947,0.000002286423,0.0001588274],"genre_scores_gemma":[0.9993458,0.0002941507,0.00008460276,0.00002962111,0.00001430899,0.00001242107,0.0001872064,0.000001094902,0.00003078966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001646632,"threshold_uncertainty_score":0.004545331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0297957243589238,"score_gpt":0.2477179159472251,"score_spread":0.2179221915883013,"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."}}