How to organize your REST API with express created by yo's angular-fullstack generator?

i used angular-fullstack to scaffold my nodejs application.

Basically i want to use URL's like this: /api/tvshows/20/seasons/1/eposides/4. For every Endpoint the generator creates a new folder in the api dir.

api
->tvshows
    ->index.js
    ->tvshows.controller.js
->seasons
    ->index.js
    ->seasons.controller.js

and so on

Contents of index.js:

var express = require(express');
var controller = require('./season.controller');

var router = express.Router();

router.get('/', controller.index);

module.exports = router;

my routes.js contains (which is actually not working):

app.use('/api/tvshows/:id/seasons', require('./api/season'));
app.use('/api/tvshows', require('./api/tvshows'));

Is that the right way to organize it? It seems that you cant use :id with app.use().
I do not want to write all the tvshow code in the tvshow controller like this:

router.get('/', controller.index);
router.get('/:id/season', controller.showSeason);
router.get('/:showid/season/:seasonid/episodes', controller.indexSeasonsEpisodes);
router.get('/:showid/season/:seasonid/episodes/:eposideid', controller.showSeasonsEpisode);

Because that is not the modal approach i want to accive. Hope you guys can help me.