{"id":"W4403918381","doi":"10.3390/healthcare12212159","title":"Anxiety and Depression Among Patients with Diabetes in Saudi Arabia and Egypt","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Diabetes Management and Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Depression (economics); Anxiety; Diabetes mellitus; Medicine; Psychiatry; Psychology; Clinical psychology; Endocrinology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008744023,0.0000714928,0.0001068066,0.00009502657,0.00003232907,0.00002873972,0.00001348032,0.00004021336,0.000009730132],"category_scores_gemma":[0.0000181284,0.00005307031,0.000007607097,0.0001441606,0.00002789335,0.0001133305,0.0000215283,0.0001055554,0.000002632393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003129235,"about_ca_system_score_gemma":0.00002091964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000873642,"about_ca_topic_score_gemma":0.0001273069,"domain_scores_codex":[0.9994289,0.0000171566,0.00009265036,0.0002013011,0.00009975948,0.0001602891],"domain_scores_gemma":[0.9997522,0.00001975844,0.00001652355,0.000088266,0.00002994108,0.00009330746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001179092,0.00002334521,0.9132297,0.001035264,0.000006519209,0.000001359346,0.0003989128,1.256809e-7,0.000004110017,0.0000211285,0.000676083,0.08459167],"study_design_scores_gemma":[0.0003580218,0.00009118219,0.9967405,0.0009909127,0.00001804888,1.684729e-7,0.0001551102,0.000307045,0.00001993059,0.00008078105,0.001181343,0.00005701976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949418,0.002680879,8.28607e-7,0.001460821,0.0001333044,0.0003429512,0.000002646993,0.00003918708,0.0003975761],"genre_scores_gemma":[0.9991382,0.0001813284,0.00006965002,0.0003062027,0.00005440007,0.00002598984,0.00005047803,0.00001198684,0.000161793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08453465,"threshold_uncertainty_score":0.2164145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009997003848113991,"score_gpt":0.2642784318008635,"score_spread":0.2542814279527496,"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."}}