{"id":"W100626289","doi":"","title":"Oral intensity: reducing non-ventilator-associated hospital-acquired pneumonia in care-dependent, neurologically impaired patients.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Medicine; Pneumonia; Ventilator-associated pneumonia; Incidence (geometry); Intensive care unit; Prospective cohort study; Retrospective cohort study; Oral hygiene; Intensive care medicine; Acute care; Emergency medicine; Population; Health care; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009534268,0.0002808679,0.0004828451,0.0002354474,0.000309976,0.0003302626,0.0005008641,0.0004057816,0.002068287],"category_scores_gemma":[0.003224347,0.000142129,0.0003202937,0.0001692508,0.0002278275,0.000220534,0.0004834215,0.0003846417,0.0001446637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003678505,"about_ca_system_score_gemma":0.001342184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312311,"about_ca_topic_score_gemma":0.002621143,"domain_scores_codex":[0.999466,0.0002413579,0.00005986209,0.00005854179,0.0001185868,0.00005576835],"domain_scores_gemma":[0.9991813,0.0001921858,0.0002804644,0.0000450264,0.00009025076,0.0002106222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05860263,0.08971522,0.1134332,0.00774573,0.0007704216,0.0003427638,0.001589316,0.0009696366,0.01622292,0.0002012797,0.001653088,0.7087539],"study_design_scores_gemma":[0.01955978,0.42454,0.5409452,0.00115452,0.0007904914,0.0006048256,0.000854095,0.0007668657,0.005897576,0.0001846611,0.004656022,0.00004584606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975458,0.0008276413,0.0001396322,0.0001398936,0.00001877206,0.000692156,0.0000434921,0.000007134806,0.0005854006],"genre_scores_gemma":[0.9938869,0.001258049,0.003189687,0.000227465,0.00004475899,0.0008819795,0.00008631003,0.000001421958,0.0004234933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002068287,"threshold_uncertainty_score":0.006919086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260912104386481,"score_gpt":0.2219677587968632,"score_spread":0.2093586377529984,"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."}}