{"id":"W3091503756","doi":"10.1016/j.nepr.2020.102885","title":"Nursing students’ perspectives on learning math for medication calculations in a Canadian nursing program in Qatar","year":2020,"lang":"en","type":"article","venue":"Nurse Education in Practice","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Qatar National Research Fund","keywords":"Focus group; Curriculum; Nursing; Competence (human resources); Nurse education; Medical education; Medicine; Mathematics education; Psychology; Pedagogy","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":[0.003115924,0.0002897202,0.0004139433,0.001113876,0.0206575,0.005653246,0.001591471,0.001707827,0.00602311],"category_scores_gemma":[0.004801707,0.0003692765,0.000566392,0.001141145,0.00367009,0.001111221,0.003653431,0.005432853,0.0006324229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03785957,"about_ca_system_score_gemma":0.0689956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8216843,"about_ca_topic_score_gemma":0.9535457,"domain_scores_codex":[0.9948221,0.0007518888,0.00007743737,0.0002029992,0.0009614758,0.003184068],"domain_scores_gemma":[0.9877452,0.0006154886,0.00055544,0.00005212154,0.002969433,0.008062363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003272011,0.001787364,0.1866413,0.0001618153,0.00002826929,0.001858519,0.74715,0.0002152536,0.002017487,0.002838383,0.02254876,0.03442569],"study_design_scores_gemma":[0.00002091041,0.0002619457,0.09673689,0.0001619094,0.00001897711,0.0002015684,0.8720195,0.0001835289,0.000348165,0.0001864505,0.02979934,0.00006072832],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810559,0.0003177369,0.00006991051,0.008354854,0.0001630348,0.00003816635,0.00007251077,0.000006966417,0.009920868],"genre_scores_gemma":[0.981529,0.0004826363,0.0002407243,0.002735744,0.00003880036,0.00002308492,0.00006441549,0.00001469909,0.01487085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1783157,"threshold_uncertainty_score":0.3587316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879718282916952,"score_gpt":0.5384066284141278,"score_spread":0.4696094455849583,"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."}}