{"id":"W4282030684","doi":"10.1136/ebnurs-2022-103539","title":"Providing contextual and high-quality ECG training to nurses is essential for their expanding scope of practice","year":2022,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Mount Royal University","funders":"","keywords":"Scope (computer science); Training (meteorology); Quality (philosophy); Scope of practice; Psychology; Medical education; Business; Process management; Computer science; Medicine; Political science; Health care; Geography","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":[0.03886474,0.0006003006,0.001409963,0.001801396,0.004156536,0.009118875,0.002993022,0.00565471,0.0077727],"category_scores_gemma":[0.1359928,0.0008643813,0.0008821305,0.001127104,0.002583305,0.007583289,0.01160139,0.00892806,0.004383146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003404885,"about_ca_system_score_gemma":0.03266543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004552979,"about_ca_topic_score_gemma":0.01804475,"domain_scores_codex":[0.9661614,0.01751879,0.00359696,0.001621885,0.009021889,0.002079166],"domain_scores_gemma":[0.7764149,0.09893463,0.01660658,0.01412675,0.05729575,0.03662138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001312644,0.002766023,0.0339287,0.003077412,0.0001169477,0.00108779,0.01143322,0.001091347,0.004960973,0.007608374,0.07378338,0.8600146],"study_design_scores_gemma":[0.0002782799,0.001586985,0.1690823,0.04076567,0.0003069354,0.005509881,0.06008924,0.001921598,0.006327088,0.07960643,0.6337881,0.0007376299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08999491,0.04438968,0.1765696,0.5457987,0.01762325,0.002760735,0.0004916384,0.00291225,0.1194593],"genre_scores_gemma":[0.4231712,0.03043504,0.4465496,0.07806291,0.006473779,0.002147418,0.0007348565,0.0006252464,0.01179999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03886474,"threshold_uncertainty_score":0.2055389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1838350130227819,"score_gpt":0.509280333527889,"score_spread":0.3254453205051072,"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."}}