{"id":"W4393234414","doi":"10.1002/aorn.14112","title":"Implementation of a <scp>Blended‐Learning</scp> Perioperative Nursing Education Program in Canada","year":2024,"lang":"en","type":"article","venue":"AORN Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Economic shortage; Perioperative; Perioperative nursing; Nursing shortage; Nursing; Coronavirus disease 2019 (COVID-19); Nurse education; Pandemic; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151507,0.0002143175,0.0001350434,0.000476532,0.004660978,0.0009572725,0.001051542,0.0003971853,0.003334409],"category_scores_gemma":[0.001871868,0.0002609006,0.0002065869,0.0006475192,0.0008331481,0.0004054244,0.001487653,0.0009329222,0.0002383423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03534162,"about_ca_system_score_gemma":0.142765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9596233,"about_ca_topic_score_gemma":0.9853776,"domain_scores_codex":[0.9991096,0.0001157657,0.00002326669,0.00006367233,0.0003066584,0.0003810603],"domain_scores_gemma":[0.9963499,0.000106831,0.0001135705,0.00004949412,0.0008631014,0.002517049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001486139,0.008130514,0.2045398,0.0007304807,0.00007701854,0.001350463,0.01537898,0.002328838,0.01128791,0.00348,0.02829443,0.7229154],"study_design_scores_gemma":[0.0006341301,0.004967346,0.8450996,0.0005217195,0.00005596894,0.000383176,0.0158189,0.005868147,0.00732459,0.0005126675,0.1186578,0.0001560319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792714,0.0005139462,0.00208895,0.003605344,0.0001344385,0.000945069,0.0003317147,0.00016389,0.01294522],"genre_scores_gemma":[0.9769325,0.0009374539,0.007694798,0.001256672,0.00002214033,0.0003260509,0.0003724367,0.00003954794,0.01241827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04037666,"threshold_uncertainty_score":0.2564226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054871333431297,"score_gpt":0.4367043110438414,"score_spread":0.4061555977095284,"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."}}