{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007471026,0.0005156949,0.000601185,0.001258949,0.002803716,0.001388827,0.001402492,0.000587269,0.003122259],"category_scores_gemma":[0.00145079,0.0004545602,0.0007811078,0.004648462,0.0006925281,0.0004691111,0.0006262742,0.0007340095,0.000306596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01911061,"about_ca_system_score_gemma":0.01796678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9881299,"about_ca_topic_score_gemma":0.9900817,"domain_scores_codex":[0.9988369,0.0001034942,0.0000961327,0.0003176319,0.0002968962,0.0003490575],"domain_scores_gemma":[0.9979302,0.0001105213,0.0005560282,0.0001123502,0.0008315984,0.0004594056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004891482,0.00002642234,0.996861,0.00003649467,0.00008152723,0.0000795522,0.0001708698,0.0000497562,0.000112242,0.00005457936,0.00128818,0.00119056],"study_design_scores_gemma":[0.00001846,0.00002842997,0.9978096,0.00006069145,0.00006999454,0.00009786733,0.0004836643,0.0003234305,0.00003710627,0.00001923118,0.001040831,0.00001076724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739715,0.003429254,0.0004946347,0.000710831,0.00005470146,0.0002438527,0.01806925,0.0000306428,0.002995329],"genre_scores_gemma":[0.9951869,0.0008200235,0.0002448303,0.0003326689,0.00001812207,0.0000650131,0.002585051,0.000005994919,0.0007413136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01911061,"threshold_uncertainty_score":0.1386579,"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."}}