{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002229518,0.0001479016,0.0002234935,0.0005386837,0.0004533255,0.0005171445,0.000155881,0.0002651206,0.001236604],"category_scores_gemma":[0.0006283347,0.0001278214,0.0002535008,0.0006620116,0.000179786,0.0002218067,0.00038596,0.0002702152,0.00009835464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004630622,"about_ca_system_score_gemma":0.0003441581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01428176,"about_ca_topic_score_gemma":0.01717834,"domain_scores_codex":[0.9998239,0.00003756139,0.00002723681,0.00002054442,0.00003446399,0.0000563258],"domain_scores_gemma":[0.9997247,0.00002650065,0.0001184011,0.000005755651,0.00003453176,0.00009016637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008019603,0.00004632679,0.9969145,0.00002171864,0.00003673498,0.0002451861,0.0004712855,0.00001111992,0.00009462443,0.00001396083,0.000139649,0.001924676],"study_design_scores_gemma":[0.00001715159,0.00008083729,0.9964402,0.00002445937,0.00002373873,0.00071577,0.002373377,0.00005045447,0.00002025914,0.00001308631,0.0002367684,0.000003927973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992125,0.0003301263,0.000005676628,0.00008754695,0.000004264039,0.000004841134,0.00008267243,5.332299e-7,0.0002716918],"genre_scores_gemma":[0.9994641,0.0002778471,0.00001287996,0.00007216052,0.000006392174,0.000003940456,0.00008796716,1.988984e-7,0.00007455744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01428176,"threshold_uncertainty_score":0.02839726,"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."}}