{"id":"W2402916476","doi":"","title":"Chlorhexidine ototoxicity in ear surgery part II: survey of preparation solution used by otolaryngologists in Canada: is there a cause for concern?","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Antiseptic; Otorhinolaryngology; Tympanoplasty; Chlorhexidine; Ototoxicity; Head and neck surgery; Surgery; General surgery; Dentistry","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":[0.0008497305,0.00009880268,0.000280529,0.00007343856,0.00004054631,0.000002460924,0.0000640227,0.0001663036,0.000221382],"category_scores_gemma":[0.0006445333,0.00009216862,0.00003214188,0.0001961209,0.00007199712,0.00008665965,0.00002359964,0.00008864837,0.000002640967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648852,"about_ca_system_score_gemma":0.0002726197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7612923,"about_ca_topic_score_gemma":0.9238064,"domain_scores_codex":[0.9987407,0.0003006452,0.0004311023,0.0002069358,0.00004119714,0.0002794098],"domain_scores_gemma":[0.9993846,0.0002118761,0.0001761744,0.0001310163,0.00006686631,0.00002945437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007646863,0.0002128668,0.9837225,0.00004673798,0.00004079238,0.0000011054,0.0004169071,0.000001660824,0.001095055,0.00002964432,0.01188958,0.001778467],"study_design_scores_gemma":[0.0008775156,0.00003444346,0.973753,0.00001445699,0.000007204642,0.000001556502,0.00002514973,0.00004168621,0.0236036,0.00001414432,0.001533347,0.00009390512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976379,0.0003978164,0.0001253531,0.0000817651,0.0004188755,0.0009642154,0.0001655546,0.0000146082,0.0001939127],"genre_scores_gemma":[0.998373,0.00005047069,0.00000137603,0.000185216,0.000005907116,0.0007137834,0.0004305752,0.000006716004,0.0002329332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.162514,"threshold_uncertainty_score":0.3758527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058627565194577,"score_gpt":0.2588554868815697,"score_spread":0.152992730362112,"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."}}