Of course it's not "just convenience" that scientists think that. What else would you think would cause the species to go completely extinct? There is no evidence that they was a disease specific to Neanderthals or that they were hunted by other men. The evidence suggests the dwindled gradually into smaller groups and then finally faded away. They were not as adaptable or as resourceful as we were.