{"id":"W4220765426","doi":"10.1097/nne.0000000000001199","title":"Are Future Nurses Ready for Digital Health?","year":2022,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Preparedness; Informatics; Workforce; Nursing; Health informatics; Nurse education; Medical education; Medicine; Psychology; Public health; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009804727,0.0002556547,0.0005591493,0.0001698146,0.002913497,0.00002099172,0.0004140568,0.0001538303,0.001358449],"category_scores_gemma":[0.0002789491,0.000251128,0.0001209214,0.0003664685,0.00003733763,0.000153099,0.00005758518,0.001290286,0.0004845902],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002307525,"about_ca_system_score_gemma":0.006409056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002871654,"about_ca_topic_score_gemma":0.0002192337,"domain_scores_codex":[0.9959056,0.0006650374,0.0008784184,0.0005471385,0.0004238723,0.001579936],"domain_scores_gemma":[0.9970272,0.0006105882,0.0009776502,0.0006534391,0.0001742394,0.000556905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001176134,0.0003195002,0.02664462,0.0006660102,0.0000232907,0.000001770639,0.008210354,9.026977e-7,0.000004429125,0.004453833,0.9475058,0.01205191],"study_design_scores_gemma":[0.0007326541,0.0003602161,0.003816647,0.00009380132,0.000007453635,0.00001200305,0.1285756,0.000009928436,0.00000133519,0.0003263273,0.8658641,0.000199946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6055863,0.009445444,0.00006793724,0.2073618,0.1378136,0.01497264,0.003871592,0.001089098,0.01979159],"genre_scores_gemma":[0.807291,0.00004678674,0.0003382127,0.02857727,0.02329354,0.01747779,0.0007831829,0.0003318421,0.1218603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2017047,"threshold_uncertainty_score":0.9999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07539492666299882,"score_gpt":0.4789479458784839,"score_spread":0.4035530192154851,"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."}}