{"id":"W4400087677","doi":"10.1111/inr.13005","title":"Urgent reforms needed in nursing education and practice in Bangladesh","year":2024,"lang":"en","type":"letter","venue":"International Nursing Review","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Nursing; Medicine; Nurse education","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":[0.0105899,0.0005966048,0.000974293,0.0009661866,0.003339704,0.006992933,0.00278587,0.01978544,0.02476236],"category_scores_gemma":[0.04377488,0.0004992009,0.0006552562,0.001269494,0.004986598,0.006599956,0.004899188,0.01870769,0.005893518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007033679,"about_ca_system_score_gemma":0.02190017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095267,"about_ca_topic_score_gemma":0.02635155,"domain_scores_codex":[0.9910586,0.003383187,0.001107653,0.0006121806,0.002264864,0.001573561],"domain_scores_gemma":[0.9508567,0.01723773,0.003218088,0.0008786411,0.01298026,0.01482858],"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":[0.00003171921,0.00002740515,0.0004781757,0.001051945,0.00001456804,0.0006151555,0.001586517,0.00004170557,0.0001300696,0.003603637,0.9565367,0.03588248],"study_design_scores_gemma":[0.00002469813,0.0000270941,0.001565851,0.001876613,0.000009658848,0.0006027673,0.002870382,0.0000352772,0.00005387602,0.002579159,0.9903177,0.00003691815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004933337,0.0213816,0.00006600829,0.9190559,0.05682436,0.00001209211,0.00006474683,0.00001479613,0.002087216],"genre_scores_gemma":[0.02497716,0.06120433,0.0007137285,0.8080763,0.0922479,0.0001088044,0.000128976,0.00007819216,0.01246455],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02476236,"threshold_uncertainty_score":0.08283836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216828180452281,"score_gpt":0.4009238943951149,"score_spread":0.3787556125905921,"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."}}