{"id":"W7080406154","doi":"10.48620/91169","title":"A Systematic Review of the Facilitators and Challenges as Perceived by Dental Service Providers in the Provision of Oral Healthcare for Culturally and Linguistically Diverse Populations.","year":2025,"lang":"en","type":"article","venue":"Open Access CRIS of the University of Bern","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Service provider; Health care; Qualitative research; Service (business); Face (sociological concept); Language barrier; Quality (philosophy); Qualitative property","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003867103,0.00005912434,0.0002385684,0.00001655539,0.0001265361,0.00002694495,0.001905936,0.00002976114,0.000001754976],"category_scores_gemma":[0.0004402449,0.00003379748,0.00004556345,0.0001628152,0.0001017825,0.0002284546,0.00137592,0.00005046812,4.453198e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001196999,"about_ca_system_score_gemma":0.00004510967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003596522,"about_ca_topic_score_gemma":0.0009172014,"domain_scores_codex":[0.999321,0.0001680677,0.000183257,0.0001382973,0.0001294814,0.00005991497],"domain_scores_gemma":[0.9991122,0.000108253,0.0002484458,0.0002862351,0.0002315224,0.00001329967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0001738116,0.0002712455,0.04469784,0.8840574,0.000198951,0.000002457202,0.04166163,0.00009176747,0.0006914199,0.02337915,0.001876054,0.002898263],"study_design_scores_gemma":[0.005296558,0.0005503765,0.389792,0.3735473,0.001413972,0.00002604247,0.1844563,0.01454958,0.002016708,0.02501842,0.002484718,0.0008480101],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8168551,0.0126928,0.0005748659,0.1600101,0.0001226925,0.007409237,0.0001062949,0.00001149528,0.002217444],"genre_scores_gemma":[0.9984081,0.0007356282,0.0005007018,0.0002005999,5.932841e-7,0.000001576636,0.000001411686,5.212962e-7,0.0001508867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.51051,"threshold_uncertainty_score":0.543689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04947339918024124,"score_gpt":0.3249292373369839,"score_spread":0.2754558381567426,"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."}}