{"id":"W4415079703","doi":"10.4103/jnsm.jnsm_65_25","title":"Awareness and Acceptance of Advanced Therapies among Patients with Celiac Disease in Saudi Arabia","year":2025,"lang":"en","type":"article","venue":"Journal of Nature and Science of Medicine","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Disease; Malabsorption; Population; Clinical trial; Chronic disease; Alternative medicine","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":[0.0003872409,0.0001114221,0.0001830797,0.0003742536,0.0003236175,0.0004732727,0.0001486564,0.0003190481,0.00238692],"category_scores_gemma":[0.001636418,0.00008652853,0.000206848,0.0002900624,0.0001812986,0.0002791545,0.0003206019,0.0003669123,0.0001412018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395477,"about_ca_system_score_gemma":0.0003142905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007908653,"about_ca_topic_score_gemma":0.006497254,"domain_scores_codex":[0.999714,0.00008450746,0.00004295674,0.00002909849,0.00007651093,0.00005301627],"domain_scores_gemma":[0.9988596,0.0002110457,0.0005291939,0.00002473548,0.0001913078,0.0001840303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009778934,0.00009518359,0.991425,0.00007739131,0.00002542564,0.0001539847,0.002183803,0.00002456848,0.0003245705,0.00003254012,0.0002535169,0.005306103],"study_design_scores_gemma":[0.000009890053,0.0003071534,0.9913034,0.00008468391,0.00003911003,0.0006576884,0.006164392,0.0002072797,0.0001419026,0.00002843378,0.001045408,0.00001072357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992785,0.0001962593,0.00001057237,0.0001141787,0.000003877876,0.00000372454,0.00005361779,6.518409e-7,0.0003385511],"genre_scores_gemma":[0.9996332,0.0001419114,0.00002021787,0.00005394292,0.000003500136,0.000002660519,0.00003575284,2.186784e-7,0.0001085069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007908653,"threshold_uncertainty_score":0.0157252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005389900394219119,"score_gpt":0.3034140308592565,"score_spread":0.2980241304650374,"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."}}