{"id":"W2060771953","doi":"10.11124/jbisrir-2012-332","title":"The effectiveness of perioperative oral hygiene in reduction of postoperative respiratory tract infections after thoracic surgery in adults: a systematic review.","year":2012,"lang":"en","type":"article","venue":"JBI Library of Systematic Reviews","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Respiratory tract; Respiratory tract infections; Surgery; Reduction (mathematics); Intensive care medicine; Respiratory system; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009756377,0.0002505732,0.002984671,0.0004530451,0.00003213755,0.00001187051,0.0001447365,0.00008939535,0.00008494986],"category_scores_gemma":[0.003051375,0.0001403771,0.0003833551,0.00106378,0.0001259533,0.001158893,0.0000477331,0.0001767931,0.000009326198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000756259,"about_ca_system_score_gemma":0.00008573324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001694965,"about_ca_topic_score_gemma":0.000002637054,"domain_scores_codex":[0.9899321,0.006069935,0.00329404,0.0001945441,0.0003178272,0.0001915813],"domain_scores_gemma":[0.9964098,0.001230211,0.001498009,0.0006470381,0.0001625396,0.00005237223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001732216,0.0004705233,0.01442563,0.9828355,0.00005789021,6.106208e-7,0.00091593,4.517697e-7,0.0001878512,0.0005438797,0.0002211671,0.0001672886],"study_design_scores_gemma":[0.0002257684,0.0006528945,0.01021731,0.9839252,0.0002975837,0.000007908022,0.0008024244,0.00001680707,0.003563156,0.00002071572,0.0001301339,0.0001401267],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5195895,0.4401387,0.0001324106,0.0002128061,0.0002336495,0.03467285,0.00001104349,0.00005404511,0.004954942],"genre_scores_gemma":[0.9495008,0.04467901,0.0001497267,0.00005575786,0.00002331679,0.005168908,0.00001404561,0.00002940051,0.0003790175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4299113,"threshold_uncertainty_score":0.572441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008595001445849,"score_gpt":0.3269222237929905,"score_spread":0.296836273778532,"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."}}