{"id":"W2964928579","doi":"10.5539/gjhs.v11n9p145","title":"Competence of Nurses Relating Self-Directed Learning in Saudi Arabia: A Meta-Analysis","year":2019,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Meta-analysis; Assertiveness; Psychology; Medical education; Nursing; Medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01712036,0.001366813,0.008742929,0.005055792,0.0007441744,0.002561398,0.001346469,0.00142078,0.002296258],"category_scores_gemma":[0.03563064,0.0007260775,0.02396633,0.004461288,0.0006072182,0.001344532,0.001294725,0.001258538,0.0001337365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337188,"about_ca_system_score_gemma":0.00312834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007926823,"about_ca_topic_score_gemma":0.01790147,"domain_scores_codex":[0.989286,0.004393171,0.003726579,0.001022051,0.001333558,0.000238671],"domain_scores_gemma":[0.9674493,0.02448235,0.00433301,0.0008717794,0.002426978,0.0004365287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004766929,0.0001380983,0.03205916,0.2086355,0.7306578,0.000165008,0.0006740457,0.0003771895,0.0002352757,0.0001555465,0.0003931491,0.02174236],"study_design_scores_gemma":[0.0008576596,0.0004741562,0.02316384,0.01805545,0.955066,0.0001286724,0.000297308,0.0002307613,0.0001992275,0.0001323366,0.001362957,0.00003169588],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08407454,0.9122699,0.0009916713,0.0003108025,0.0001846368,0.0005868048,0.0009139086,0.00002513951,0.000642493],"genre_scores_gemma":[0.7576125,0.2365679,0.002426758,0.0005499177,0.000117988,0.00130284,0.0009960897,0.00002810787,0.0003980101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9912571,"threshold_uncertainty_score":0.0905422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05544850055788546,"score_gpt":0.4657720896470534,"score_spread":0.4103235890891679,"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."}}