{"id":"W800753233","doi":"10.17483/2368-6669.1024","title":"The Techno-numerate Nurse: Results of a Study Exploring Nursing Student and Nurse Perceptions of Workplace Mathematics and Technology Demands","year":2015,"lang":"en","type":"article","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Health Education and Validation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Nursing; Perception; Nurse education; Psychology; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005198201,0.0002356489,0.0003526939,0.0008193257,0.003048562,0.003061316,0.0007913822,0.00080931,0.001501481],"category_scores_gemma":[0.0166114,0.0002947067,0.0002348244,0.0006292183,0.001385391,0.001731854,0.003370262,0.001442407,0.0005452915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119118,"about_ca_system_score_gemma":0.002835374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004268467,"about_ca_topic_score_gemma":0.01579133,"domain_scores_codex":[0.9965363,0.00173871,0.0002153571,0.0002127609,0.0008205842,0.0004763275],"domain_scores_gemma":[0.9883924,0.005182814,0.001645178,0.0003714295,0.001816485,0.002591588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001402999,0.0007834929,0.2246141,0.0002536181,0.0000141794,0.001201532,0.7248355,0.00006267773,0.002269846,0.0003923413,0.001196548,0.04423589],"study_design_scores_gemma":[0.000007138236,0.0005202951,0.1109433,0.0001344102,0.000009241512,0.0006593478,0.8802589,0.00009231087,0.0005103473,0.0001221086,0.006717367,0.00002521224],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965482,0.000192544,0.0002222576,0.000483388,0.00002264966,0.00002793799,0.00002162899,0.000003816292,0.002477551],"genre_scores_gemma":[0.9962219,0.0005367951,0.0003816478,0.0005167988,0.00002028016,0.00007533644,0.00004323287,0.000009107788,0.002194751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005198201,"threshold_uncertainty_score":0.02749103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057149669844467,"score_gpt":0.4904268971602881,"score_spread":0.3847119301758414,"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."}}