{"id":"W2750970111","doi":"10.1111/inr.12398","title":"The nursing profession in Sri Lanka: time for policy changes","year":2017,"lang":"en","type":"article","venue":"International Nursing Review","topic":"Nursing education and management","field":"Nursing","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nursing; Professionalization; Nurse education; Nursing research; Medicine; Licensure; Workforce; Political science; Public relations","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006073418,0.0001478851,0.0002047567,0.0001356555,0.0006856849,0.0002553462,0.0006927283,0.00004796887,0.0000299231],"category_scores_gemma":[0.001070693,0.0001132961,0.00008688153,0.00008371532,0.0001841217,0.0001818031,0.00002669537,0.0001325113,0.00006977133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007121827,"about_ca_system_score_gemma":0.0000526676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004006234,"about_ca_topic_score_gemma":0.00003162571,"domain_scores_codex":[0.9987972,0.00007537297,0.0002887109,0.0002611129,0.0002751883,0.0003024247],"domain_scores_gemma":[0.9988448,0.0001364091,0.0003292226,0.0004956936,0.0001394909,0.00005436361],"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":[0.00007170641,0.000170796,0.00006425587,0.0001881131,0.00001236483,5.871212e-7,0.0008838926,7.102591e-7,0.0001569036,0.006266516,0.1731685,0.8190157],"study_design_scores_gemma":[0.0005252508,0.00007041584,0.004272829,0.05569111,0.0000589449,0.0000122578,0.0002197593,0.0004319518,0.0002663239,0.009113376,0.9291147,0.0002231059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001160361,0.01428251,0.00005269295,0.9258973,0.01999224,0.001479356,0.00001102918,0.00007735794,0.03704716],"genre_scores_gemma":[0.8421502,0.03128529,0.003537128,0.03051048,0.01024816,0.001377065,0.0003240635,0.0002345774,0.080333],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8953868,"threshold_uncertainty_score":0.5273803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04161596337856547,"score_gpt":0.4523405562396673,"score_spread":0.4107245928611018,"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."}}