{"id":"W4401914472","doi":"10.21203/rs.3.rs-4788752/v1","title":"An Innovative Gamification Tool to Enhance Intercultural Competence and Self-Efficacy among Healthcare Professionals Caring for Vulnerable Migrants and Refugees","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Intercultural competence; Refugee; Competence (human resources); Health care; Health professionals; Nursing; Psychology; Medicine; Political science; Pedagogy; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002515161,0.0009122572,0.0007175746,0.0008855509,0.0007033387,0.001336981,0.000919647,0.0009035824,0.006446328],"category_scores_gemma":[0.006511332,0.0002514379,0.000515347,0.0004278051,0.0003706671,0.001187057,0.002109103,0.001107699,0.000651492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003816796,"about_ca_system_score_gemma":0.00122118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007309992,"about_ca_topic_score_gemma":0.001944842,"domain_scores_codex":[0.9991087,0.0004586932,0.00004664978,0.00009437041,0.0001486805,0.0001429057],"domain_scores_gemma":[0.9969686,0.00203879,0.0001136187,0.000126517,0.0001878432,0.0005646783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003413255,0.05805787,0.01733693,0.001713346,0.0001924692,0.0006272806,0.01707316,0.002663539,0.007793303,0.003215674,0.01432058,0.8735927],"study_design_scores_gemma":[0.02124961,0.08711749,0.393281,0.01040088,0.004741852,0.003966005,0.09497029,0.1260386,0.03682703,0.06411875,0.1556922,0.001596282],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617206,0.0002974818,0.01995992,0.001314276,0.0004048723,0.002319138,0.0001985899,0.001055707,0.01272932],"genre_scores_gemma":[0.8507807,0.0006148,0.1335108,0.0005952252,0.00005493351,0.005201454,0.0003068319,0.00006950056,0.008865714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006446328,"threshold_uncertainty_score":0.02156514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07569178797555007,"score_gpt":0.5054115532425246,"score_spread":0.4297197652669745,"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."}}