{"id":"W3042731140","doi":"10.1111/jocn.15419","title":"Nurses' knowledge on routine care and maintenance of adult vascular access devices: A scoping review","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Nursing","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"CINAHL; Checklist; Medicine; MEDLINE; Modalities; Nursing; Inclusion (mineral); Nursing care; Psychology; Psychological intervention","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":[0.01273937,0.001103893,0.003563886,0.01378719,0.001048995,0.003464271,0.001689202,0.002709515,0.003505075],"category_scores_gemma":[0.05804266,0.001023761,0.003135952,0.01282646,0.001009838,0.003856419,0.001843921,0.001225164,0.0004843273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003484871,"about_ca_system_score_gemma":0.01463217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105257,"about_ca_topic_score_gemma":0.02256328,"domain_scores_codex":[0.990407,0.003045828,0.0036196,0.0006236213,0.002011848,0.0002920767],"domain_scores_gemma":[0.94109,0.04415315,0.00640526,0.0004879733,0.007451264,0.0004123883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001432215,0.00006055843,0.002622952,0.8062498,0.001680285,0.0002377838,0.003230917,0.0001509085,0.0001916404,0.0004324605,0.004444163,0.1805554],"study_design_scores_gemma":[0.00002841647,0.0000964529,0.005104448,0.9687957,0.004022943,0.0003053223,0.00192665,0.00005726457,0.0001150129,0.0001786698,0.01934354,0.00002554271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003232186,0.9938748,0.0001898282,0.0006144707,0.0002420909,0.0002584778,0.0002265931,0.000004379121,0.00135712],"genre_scores_gemma":[0.0142789,0.9838877,0.0005182869,0.0003869694,0.0000888903,0.0004518971,0.0002109984,0.000003312732,0.0001729192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01378719,"threshold_uncertainty_score":0.06737304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1751161929182914,"score_gpt":0.5729874574917244,"score_spread":0.397871264573433,"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."}}