{"id":"W4411749137","doi":"10.1007/s10067-025-07537-2","title":"Letter to the editor: “A systematic review of prevalence and predictors of depression in systemic sclerosis based on the CES‑D, BDI, and PHQ-9 self‑assessment questionnaires”","year":2025,"lang":"en","type":"letter","venue":"Clinical Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Depression (economics); Rheumatology; Internal medicine; Patient Health Questionnaire; Self-assessment; Clinical psychology; Physical therapy; Family medicine; Psychiatry; Depressive symptoms; Cognition; Psychology","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":[0.01068316,0.0008734946,0.002820797,0.00156799,0.002070825,0.003712574,0.001950531,0.02350982,0.004418792],"category_scores_gemma":[0.06931045,0.001197653,0.001967777,0.001423656,0.001399594,0.002680715,0.001176475,0.0157097,0.003773276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003571666,"about_ca_system_score_gemma":0.007751733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005923556,"about_ca_topic_score_gemma":0.0101549,"domain_scores_codex":[0.991286,0.003414464,0.002139968,0.0009950465,0.001641673,0.0005229791],"domain_scores_gemma":[0.9556286,0.02578166,0.005884251,0.0007735731,0.009273547,0.002658362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001540557,0.00002214948,0.0009382787,0.0004116544,0.0001213279,0.0003713224,0.00008075246,0.00003657008,0.00007375271,0.0002331199,0.9923644,0.005192667],"study_design_scores_gemma":[0.001528237,0.0002892477,0.009476638,0.005273581,0.001284177,0.00289591,0.0008844206,0.001126594,0.0006646668,0.004349519,0.9719707,0.0002563389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005568386,0.002988493,0.0001109506,0.9448625,0.05047852,0.00002646016,0.0004044531,0.0000346344,0.0005371033],"genre_scores_gemma":[0.003118306,0.002034525,0.0002440204,0.9278541,0.0647665,0.00008368196,0.0001139582,0.00002551036,0.00175944],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02350982,"threshold_uncertainty_score":0.05649865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315503952981246,"score_gpt":0.318592638279314,"score_spread":0.2954375987495015,"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."}}