{"id":"W4410822162","doi":"10.32920/jcd.v8i1.1902","title":"Narrative Literature Review","year":2025,"lang":"en","type":"article","venue":"Journal of Critical Dietetics","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Narrative; Literature; History; Psychology; Linguistics; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007842032,0.00007694705,0.0002649893,0.00005662735,0.0002856616,0.00007112433,0.0002661803,0.00009052894,0.0001492083],"category_scores_gemma":[0.01118681,0.00005766333,0.0001582616,0.0004895783,0.0003054942,0.0002016871,0.00002664857,0.0004779757,0.000005529687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184012,"about_ca_system_score_gemma":0.0003569767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004511106,"about_ca_topic_score_gemma":0.00002175503,"domain_scores_codex":[0.9984397,0.0003428044,0.0004686779,0.00007637992,0.0004443546,0.0002281002],"domain_scores_gemma":[0.9970843,0.0006984629,0.00009039026,0.00009254582,0.001859364,0.0001749848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003153018,0.0001216153,0.0001243184,0.00422875,0.00003277746,0.0001915708,0.0382849,7.938843e-7,0.00005601262,0.6076857,0.3425116,0.00673044],"study_design_scores_gemma":[0.0001692141,0.0001947876,0.000447604,0.02050142,0.0001149098,0.00002364287,0.01150783,0.000002664809,0.0000344228,0.04308685,0.9237815,0.0001351288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001749108,0.3685759,0.0001804391,0.5459974,0.004395807,0.0002637107,0.000007464477,0.00002748556,0.0788027],"genre_scores_gemma":[0.8479595,0.1268978,0.003253959,0.01875415,0.001184124,0.00000412583,0.000001339129,0.000008378133,0.001936605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8462104,"threshold_uncertainty_score":0.9971424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969735192711205,"score_gpt":0.4437188690144387,"score_spread":0.4140215170873267,"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."}}