{"id":"W1992790549","doi":"10.1136/ebn.12.2.55","title":"Review: enhanced oral hygiene prevents respiratory infection in elderly people in hospitals and nursing homesCommentary","year":2009,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Hygiene; Nursing homes; Medicine; Nursing; Oral hygiene; Intensive care medicine; Respiratory system; Gerontology; Internal medicine; Dentistry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001341072,0.0006407758,0.00138615,0.001411544,0.0001440257,0.00007779342,0.0001781162,0.0008094757,0.00007801196],"category_scores_gemma":[0.0007395791,0.0006977086,0.0002386872,0.001428419,0.0002388882,0.0007058522,0.00002358266,0.002856176,0.00001691936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003452069,"about_ca_system_score_gemma":0.0004954052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006011795,"about_ca_topic_score_gemma":0.0001557186,"domain_scores_codex":[0.9954287,0.001033556,0.001161421,0.0009972892,0.000594431,0.0007845622],"domain_scores_gemma":[0.9979634,0.0005273753,0.0004708377,0.000766289,0.0001361955,0.0001358901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001684476,0.0005593561,0.02509296,0.003042697,0.00002755433,0.0002013972,0.0003199721,0.00002929159,0.001675183,8.227974e-7,0.6804591,0.2884232],"study_design_scores_gemma":[0.004379972,0.004181262,0.1332513,0.7965251,0.0007595129,0.0001364992,0.00004859932,0.00003278267,0.009476583,0.0005892818,0.04913629,0.001482825],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4079904,0.1243354,0.0004000667,0.4602306,0.002019708,0.004400771,0.000008808982,0.0002022122,0.0004120479],"genre_scores_gemma":[0.130806,0.04496027,0.002125033,0.8174835,0.003433491,0.0005208101,0.0002924534,0.0002508667,0.0001275941],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7934824,"threshold_uncertainty_score":0.9995474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314925694268251,"score_gpt":0.3511351125981239,"score_spread":0.3196425431712988,"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."}}