{"id":"W2942349113","doi":"10.1017/s0022215119000756","title":"Bacterial contamination of surgical loupes and headlights","year":2019,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Surgical site infection prevention","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Foothills Medical Centre; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Acinetobacter; Pathogenic bacteria; Cotton swab; Otorhinolaryngology; Surgery; Bacteria; Microbiology; Antibiotics; Pathology; Biology","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":[0.0004324418,0.000501667,0.0003179298,0.001170789,0.0003142312,0.0007323641,0.0003166717,0.000285297,0.002860816],"category_scores_gemma":[0.002155781,0.0002331201,0.0002252816,0.000764853,0.0004810388,0.0004504397,0.0009811925,0.0002208103,0.0004287654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002336102,"about_ca_system_score_gemma":0.0003256459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309449,"about_ca_topic_score_gemma":0.001818191,"domain_scores_codex":[0.9991239,0.0001627129,0.0001088754,0.0001530794,0.000322327,0.0001292237],"domain_scores_gemma":[0.9981167,0.0003122658,0.001009544,0.00006605942,0.0002824378,0.0002129082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002105289,0.00005316434,0.9781768,0.0001706761,0.00003537211,0.0002910964,0.000557838,0.00003195933,0.01099318,0.00001103845,0.00006748707,0.009400683],"study_design_scores_gemma":[0.000003928171,0.0007954236,0.9898548,0.00006654689,0.00003374521,0.001838182,0.001487248,0.00007470582,0.005289432,0.00001628489,0.0005304542,0.000009287766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993477,0.000149653,0.0001452504,0.000007911821,0.000002045686,0.00001332091,0.0000821627,0.000006140497,0.0002457737],"genre_scores_gemma":[0.9987252,0.0002499656,0.0005889338,0.00002206762,0.000005059687,0.00001268366,0.0001322316,0.00000377624,0.000260122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002860816,"threshold_uncertainty_score":0.00957036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007755869066468811,"score_gpt":0.2666335838858446,"score_spread":0.2588777148193758,"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."}}