{"id":"W4401188389","doi":"10.21608/zumj.2024.302408.3467","title":"Associations of serum cystatin C with depressive symptoms, suicidal ideation and cognitive dysfunctions in major depressive disorder","year":2024,"lang":"en","type":"article","venue":"Zagazig University Medical Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystatin C; Medicine; Suicidal ideation; Major depressive disorder; Internal medicine; Depression (economics); Outpatient clinic; Psychiatry; Montreal Cognitive Assessment; Cognition; Cognitive impairment; Disease; Creatinine; Poison control; Injury prevention; Emergency medicine","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":[0.0002172616,0.0001016126,0.0002357726,0.000354694,0.0001301541,0.00003208265,0.00006170373,0.00008405645,0.0004540868],"category_scores_gemma":[0.0002416681,0.00007746408,0.00007918093,0.0004002851,0.0001434136,0.0001952712,0.00005637316,0.0003753008,0.000006059059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006919,"about_ca_system_score_gemma":0.0003180324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000106077,"about_ca_topic_score_gemma":0.0005049511,"domain_scores_codex":[0.9987753,0.0001158742,0.0001986607,0.0001774059,0.00056949,0.0001632406],"domain_scores_gemma":[0.9991621,0.0002218696,0.0001053837,0.00005833785,0.0001757535,0.0002765623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005317326,0.0006751149,0.9219657,0.0002850975,0.002584496,0.004088422,0.001614708,0.0001299436,0.00008571483,0.002812481,0.001209684,0.0640169],"study_design_scores_gemma":[0.003964857,0.0002224121,0.988887,0.00106412,0.001502998,0.000124011,0.001557851,0.002027817,0.00002562692,0.0001084397,0.0004101145,0.0001048212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819725,0.0006474669,0.01168458,0.001801187,0.00009998849,0.0002245336,0.0001288892,0.00002336373,0.003417492],"genre_scores_gemma":[0.9989379,0.0002244228,0.00007610084,0.0000950641,0.00006726131,7.195295e-7,0.0000456351,0.000008814497,0.0005440961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06692122,"threshold_uncertainty_score":0.4971932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007422678346283771,"score_gpt":0.2454265484692654,"score_spread":0.2380038701229816,"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."}}