{"id":"W32524363","doi":"10.1155/2009/872921","title":"Updating the Evidence Base for Suctioning Adult Patients: A Systematic Review","year":2009,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Toronto Rehabilitation Institute; University of Toronto; London Health Sciences Centre; Western University","funders":"Physiotherapy Foundation of Canada; National Center for Advancing Translational Sciences; London Health Sciences Centre","keywords":"Medicine; Base (topology); Intensive care medicine; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002682362,0.0004545146,0.002287108,0.000529728,0.001025255,0.0002015741,0.0004612726,0.0002635743,0.0001198305],"category_scores_gemma":[0.01660064,0.0002873141,0.001038555,0.000663636,0.00007499856,0.000215005,0.00001995568,0.001483329,0.00008446434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002759933,"about_ca_system_score_gemma":0.005190026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004031335,"about_ca_topic_score_gemma":0.002396281,"domain_scores_codex":[0.9959117,0.0008638538,0.001893971,0.0003519091,0.0004147917,0.0005638126],"domain_scores_gemma":[0.9946405,0.0008083757,0.001506574,0.0008223635,0.001375501,0.0008467259],"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":[0.000002831412,0.0000175611,0.00001362328,0.7835407,0.0002574634,0.00006646186,0.00001691119,4.473682e-7,8.554269e-8,0.0001409353,0.07017414,0.1457688],"study_design_scores_gemma":[0.0001236515,0.0001239748,0.000001243528,0.5256456,0.003422398,0.0007902876,0.00001276973,4.138687e-7,1.288586e-7,0.000007694889,0.4697164,0.0001555079],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001804465,0.992354,0.00006155197,0.0004637603,0.0008011097,0.005960622,0.00003801984,0.00002583508,0.0002933247],"genre_scores_gemma":[0.000001948632,0.9851207,0.0002151862,0.01260883,0.001234766,0.0006010673,0.00001720781,0.00007832541,0.0001219625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3995422,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08701546718393657,"score_gpt":0.3709808946474781,"score_spread":0.2839654274635416,"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."}}