{"id":"W3006270211","doi":"10.12927/cjnl.2020.26107","title":"Voices Raised: The NCLEX-RN Experience in Canada","year":2019,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Pedagogy; Political science; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01416036,0.0006977863,0.001243225,0.002190036,0.08011983,0.02202149,0.00650049,0.01236613,0.01226174],"category_scores_gemma":[0.03264042,0.0009024922,0.000930192,0.005828083,0.0196155,0.006110134,0.01369134,0.01753062,0.001028689],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1929055,"about_ca_system_score_gemma":0.3461948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9822073,"about_ca_topic_score_gemma":0.9932489,"domain_scores_codex":[0.972817,0.005591395,0.0006038505,0.0016591,0.008623157,0.01070543],"domain_scores_gemma":[0.9441937,0.01009091,0.002168785,0.0007558892,0.01353404,0.02925671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001625118,0.0001291633,0.01119078,0.0005587903,0.00004384162,0.01191859,0.5802203,0.0001978678,0.0007686013,0.02287007,0.3309074,0.04103214],"study_design_scores_gemma":[0.00001710153,0.00004949355,0.006655063,0.0004445961,0.00002151492,0.0009805777,0.6424568,0.0001203514,0.0002055199,0.001128021,0.3477935,0.0001273829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.186853,0.01912785,0.000572359,0.6821928,0.01713479,0.0001417249,0.0005267207,0.0001333243,0.09331742],"genre_scores_gemma":[0.7306752,0.01295362,0.0006570716,0.1683096,0.002695155,0.0001041356,0.0002575466,0.0003173163,0.08403056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1929055,"threshold_uncertainty_score":0.9361153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3018027815189732,"score_gpt":0.4309327017713586,"score_spread":0.1291299202523854,"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."}}