{"id":"W4413109270","doi":"10.1136/ebnurs-2024-104243","title":"COVID-19 era e-learning in nursing education provides future lessons for the increasing digitalisation of higher education","year":2025,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nurse education; Nursing; Political science; Medicine; Virology","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":[0.0893411,0.001019845,0.001114309,0.004979264,0.003591264,0.02384685,0.003670105,0.01007066,0.08268819],"category_scores_gemma":[0.1489052,0.0005462096,0.001858393,0.004863753,0.006404303,0.02227058,0.0175576,0.01089197,0.02350533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005474997,"about_ca_system_score_gemma":0.02844172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004966591,"about_ca_topic_score_gemma":0.0108038,"domain_scores_codex":[0.9591342,0.02111666,0.004367625,0.001570607,0.01092436,0.002886539],"domain_scores_gemma":[0.6909634,0.1824871,0.008849384,0.02198996,0.05942323,0.03628681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002540249,0.000569037,0.005221768,0.002322305,0.00004673488,0.0002399714,0.001134981,0.0002019926,0.0004949954,0.1140642,0.3348523,0.5405977],"study_design_scores_gemma":[0.00008961992,0.0002373599,0.006262321,0.00736764,0.00003814012,0.0003575215,0.002632069,0.0002529721,0.0008465439,0.04189584,0.9399347,0.0000853752],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006918784,0.04049966,0.02112122,0.6355128,0.03922758,0.0005729004,0.002816552,0.001559263,0.2517713],"genre_scores_gemma":[0.1388647,0.1135599,0.1991019,0.3328226,0.03294338,0.002185926,0.01007416,0.002208723,0.1682387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0893411,"threshold_uncertainty_score":0.4724866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067997761528873,"score_gpt":0.492504335727191,"score_spread":0.3857045595743038,"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."}}