"The Possession" was the top choice for moviegoers over Labor Day weekend, giving Lionsgate three weekends in a row of box office supremacy.The horror film, produced by Sam Raimi, grossed an estimated $17.7 million from Friday to Sunday, and could be over $21 million by the time Labor Day earnings are tabulated on Tuesday.