{"id":"W4289711724","doi":"10.1002/jvc2.41","title":"Depression, anxiety and adjustment disorder among patients with psoriasis receiving systemic agents: A retrospective cohort study in Quebec, Canada","year":2022,"lang":"en","type":"article","venue":"JEADV Clinical Practice","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal; McGill University Health Centre","funders":"Réseau Québécois de Recherche sur les Médicaments","keywords":"Medicine; Psoriasis; Cohort; Anxiety; Depression (economics); Retrospective cohort study; Incidence (geometry); Cohort study; Physical therapy; Internal medicine; 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":[0.00138343,0.0002671407,0.000591304,0.00007008485,0.0003901903,0.00001865053,0.0002046248,0.0001375359,0.0002880918],"category_scores_gemma":[0.001492391,0.0002166625,0.00005918732,0.0002978577,0.00008145568,0.0003225565,0.0002854471,0.0006917822,0.000009517132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000654379,"about_ca_system_score_gemma":0.000294765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6117769,"about_ca_topic_score_gemma":0.7855047,"domain_scores_codex":[0.9954612,0.002396799,0.0007475457,0.0008005892,0.0002338234,0.0003599904],"domain_scores_gemma":[0.9972665,0.001511599,0.0005538061,0.0004547463,0.0001526271,0.00006077382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001279176,0.002456129,0.9784411,0.000008562717,0.0008042179,0.0000395643,0.0005354171,0.00003003813,0.000003243737,0.000003411383,0.002176846,0.01422231],"study_design_scores_gemma":[0.006195247,0.0004678007,0.9819223,0.00003101313,0.0005915777,0.00001475405,0.004670572,0.000004057807,0.000002333017,0.000002237496,0.005844018,0.0002541479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944298,0.00166663,0.000006162864,0.0001325018,0.001506236,0.001762469,0.00006695485,0.00003585715,0.0003934464],"genre_scores_gemma":[0.9974898,0.0003153158,0.00003534543,0.0002430832,0.00003460897,0.0005270237,0.0001272227,0.00002843449,0.0011992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1737278,"threshold_uncertainty_score":0.8835241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243684418396167,"score_gpt":0.2772668903990799,"score_spread":0.2648300462151182,"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."}}