{"id":"W4253614068","doi":"10.11124/jbies-20-00100","title":"Approaches for defining and assessing nursing informatics competencies: a scoping review","year":2021,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; University of New Brunswick; University of Alberta","funders":"","keywords":"CINAHL; PsycINFO; Scopus; MEDLINE; Systematic review; Nursing; Health informatics; Health care; Grey literature; Informatics; Medicine; Medical education; Psychological intervention; Political science; Public health","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":[0.08047096,0.003755578,0.009457167,0.07528714,0.004357751,0.01269455,0.005276352,0.006885943,0.007245899],"category_scores_gemma":[0.2272772,0.003375387,0.009509294,0.05132303,0.00409559,0.01695101,0.00884958,0.005878348,0.001839152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01336785,"about_ca_system_score_gemma":0.06316663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009416031,"about_ca_topic_score_gemma":0.0228924,"domain_scores_codex":[0.9367208,0.02217064,0.02659764,0.002433141,0.01105582,0.001022007],"domain_scores_gemma":[0.8152114,0.1271732,0.02116897,0.004286226,0.03052837,0.001631931],"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":[0.00008224815,0.00005994028,0.0007730813,0.6998114,0.001206226,0.0002006754,0.002347495,0.0002767401,0.000267014,0.004788209,0.00873123,0.2814557],"study_design_scores_gemma":[0.00001508678,0.00003086698,0.0003979224,0.9720163,0.0014424,0.0001209286,0.000848718,0.00007045947,0.0000733098,0.0009574618,0.02400505,0.00002141462],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005319375,0.9860729,0.002816116,0.003002299,0.0009678967,0.003692297,0.0003712785,0.00003230645,0.002512882],"genre_scores_gemma":[0.003472994,0.9795461,0.008442278,0.001175074,0.0002719573,0.00640159,0.0003459373,0.00001891104,0.0003251233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08047096,"threshold_uncertainty_score":0.4255762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242822119922487,"score_gpt":0.4276253230587374,"score_spread":0.3033431110664887,"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."}}