{"id":"W2101405378","doi":"10.1093/rheumatology/kes347","title":"Prevalence of current, 12-month and lifetime major depressive disorder among patients with systemic sclerosis","year":2012,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Major depressive disorder; Depression (economics); Internal medicine; Psychosocial; Population; Quality of life (healthcare); Comorbidity; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001131032,0.0001966766,0.0003678038,0.0000759519,0.00007063521,0.00001378595,0.00009586116,0.0001099879,0.00005733469],"category_scores_gemma":[0.0000743167,0.0001322255,0.00007257658,0.0001226656,0.0001368329,0.0002038875,0.000065197,0.0001326279,0.00001348701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002949856,"about_ca_system_score_gemma":0.00003225984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006917462,"about_ca_topic_score_gemma":0.000002384344,"domain_scores_codex":[0.9986364,0.0000715391,0.0003364648,0.0002639471,0.0003764426,0.0003152128],"domain_scores_gemma":[0.9989076,0.00006438988,0.0002588551,0.0003509325,0.0001275635,0.0002906834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001717532,0.0004338603,0.9945697,0.001224761,0.0001357353,6.975554e-7,0.0004086417,0.000002135192,0.0004251923,0.00001205372,0.0002866975,0.002328807],"study_design_scores_gemma":[0.003467429,0.0001754791,0.9865788,0.008470836,0.0006900047,0.000007663156,0.000103962,0.00003125992,0.00026971,0.000001583851,0.00004032963,0.0001629092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454621,0.05310904,0.00003353839,0.00001302315,0.0001879128,0.00080416,0.00008177802,0.0000422157,0.0002662285],"genre_scores_gemma":[0.9978899,0.001626945,0.00004265596,0.00002121162,0.0001113842,0.00006867667,0.00002844868,0.00003159876,0.000179172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05242781,"threshold_uncertainty_score":0.5392001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437030922746028,"score_gpt":0.233818784295443,"score_spread":0.2194484750679827,"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."}}