“…As in most observational studies of administrative databases (6,21,31,(40)(41)(42), information about diagnoses and disease severity was not available, except for a subset of patients with chronic or severe cases of depression. To improve our consideration of case severity, we adjusted the multilevel model for claims for antipsychotics or lithium and for visits with private psychiatrists, both of which can be considered markers of psychiatric disease severity given that general practitioners refer patients to psychiatrists more frequently in severe versus mild cases of depression (13,34).…”