{"id":"W7111549412","doi":"","title":"Emergency Nursing Education","year":2025,"lang":"","type":"article","venue":"Érudit (Université de Montréal)","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency nursing; Nurse education; Nursing research; Primary nursing; Team nursing; Emergency treatment","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004721318,0.0003545747,0.0004505083,0.00108173,0.001031633,0.000009713465,0.0004038248,0.0003346898,0.009036005],"category_scores_gemma":[0.0003237432,0.000386624,0.0002846383,0.002007281,0.0002226211,0.0001524629,0.0001476602,0.000666258,0.0006611203],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01695627,"about_ca_system_score_gemma":0.002563357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003534779,"about_ca_topic_score_gemma":0.003245266,"domain_scores_codex":[0.9972481,0.0002159477,0.0005060526,0.0006379845,0.0005786909,0.0008132914],"domain_scores_gemma":[0.9976962,0.00007350174,0.0001798146,0.0008013825,0.0005986607,0.0006504573],"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":[0.0002378613,0.001378987,0.005634557,0.0003490441,0.0002340608,0.00008202188,0.001914219,0.000006250043,0.001544397,0.03191924,0.7498304,0.206869],"study_design_scores_gemma":[0.001459776,0.0001965409,0.01862478,0.001816505,0.000829632,0.0001279744,0.02019547,0.0006814586,0.0004490887,0.001777485,0.9535206,0.0003206955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.09994235,0.3405831,0.0006994085,0.2756749,0.01229953,0.0009173844,0.000009077675,0.0001032268,0.269771],"genre_scores_gemma":[0.2274764,0.1109764,0.0002032509,0.0005470042,0.0008788322,0.00001536398,0.00006436871,0.00003404437,0.6598043],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3900333,"threshold_uncertainty_score":0.9998586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115666679580922,"score_gpt":0.2860954666657106,"score_spread":0.2745287987076184,"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."}}