{"id":"W3119633988","doi":"10.1186/s12912-021-00715-y","title":"Intensive care nurses’ knowledge and practice of evidence-based recommendations for endotracheal suctioning: a multisite cross-sectional study in Changsha, China","year":2021,"lang":"en","type":"article","venue":"BMC Nursing","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Hunan Provincial Science and Technology Department","keywords":"Medicine; Intensive care; Cross-sectional study; Evidence-based practice; Intensive care unit; Descriptive statistics; Nursing; Nursing management; Critical care nursing; Test (biology); Emergency medicine; Intensive care medicine; Health care; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002312189,0.0003642324,0.0005597408,0.001438199,0.00109045,0.0006996371,0.0005614739,0.000941808,0.0009258584],"category_scores_gemma":[0.003281264,0.0006052243,0.000462668,0.001824698,0.0005907143,0.0008137208,0.0007497625,0.0006001868,0.0001485777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279823,"about_ca_system_score_gemma":0.002870136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04354557,"about_ca_topic_score_gemma":0.05453001,"domain_scores_codex":[0.9986086,0.0002686051,0.0002700208,0.0002623491,0.0003173275,0.0002730188],"domain_scores_gemma":[0.9966234,0.0007137549,0.001012329,0.0001519031,0.0006275606,0.000871044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003165066,0.0001217106,0.9964258,0.00003491531,0.00002372696,0.00008284824,0.002090385,0.00001997345,0.0001506232,0.000008678493,0.00004527158,0.0009645409],"study_design_scores_gemma":[0.000009707995,0.0001480561,0.9969205,0.00001746411,0.00001136487,0.00005959756,0.002594253,0.0001207935,0.00002805362,0.000006125723,0.00007865491,0.000005614957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999755,0.0000543651,0.00001590664,0.00003028267,0.000001705944,0.00001767055,0.00003904752,5.794756e-7,0.0000855492],"genre_scores_gemma":[0.9995492,0.00006881118,0.0000639892,0.00007919921,0.000002619309,0.00004648068,0.0000901625,5.91189e-7,0.00009894238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04354557,"threshold_uncertainty_score":0.08658421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2308561048138435,"score_gpt":0.4984047244056043,"score_spread":0.2675486195917608,"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."}}